number int64 2 7.91k | title stringlengths 1 290 | body stringlengths 0 228k | state stringclasses 2
values | created_at timestamp[s]date 2020-04-14 18:18:51 2025-12-16 10:45:02 | updated_at timestamp[s]date 2020-04-29 09:23:05 2025-12-16 19:34:46 | closed_at timestamp[s]date 2020-04-29 09:23:05 2025-12-16 14:20:48 ⌀ | url stringlengths 48 51 | author stringlengths 3 26 ⌀ | comments_count int64 0 70 | labels listlengths 0 4 |
|---|---|---|---|---|---|---|---|---|---|---|
6,106 | load local json_file as dataset | ### Describe the bug
I tried to load local json file as dataset but failed to parsing json file because some columns are 'float' type.
### Steps to reproduce the bug
1. load json file with certain columns are 'float' type. For example `data = load_data("json", data_files=JSON_PATH)`
2. Then, the error will be trigg... | CLOSED | 2023-07-31T12:53:49 | 2023-08-18T01:46:35 | 2023-08-18T01:46:35 | https://github.com/huggingface/datasets/issues/6106 | CiaoHe | 2 | [] |
6,104 | HF Datasets data access is extremely slow even when in memory | ### Describe the bug
Doing a simple `some_dataset[:10]` can take more than a minute.
Profiling it:
<img width="1280" alt="image" src="https://github.com/huggingface/datasets/assets/36224762/e641fb95-ff02-4072-9016-5416a65f75ab">
`some_dataset` is completely in memory with no disk cache.
This is proving fat... | OPEN | 2023-07-31T11:12:19 | 2023-08-01T11:22:43 | null | https://github.com/huggingface/datasets/issues/6104 | NightMachinery | 1 | [] |
6,100 | TypeError when loading from GCP bucket | ### Describe the bug
Loading a dataset from a GCP bucket raises a type error. This bug was introduced recently (either in 2.14 or 2.14.1), and appeared during a migration from 2.13.1.
### Steps to reproduce the bug
Load any file from a GCP bucket:
```python
import datasets
datasets.load_dataset("json", data_f... | CLOSED | 2023-07-30T23:03:00 | 2023-08-03T10:00:48 | 2023-08-01T10:38:55 | https://github.com/huggingface/datasets/issues/6100 | bilelomrani1 | 2 | [] |
6,099 | How do i get "amazon_us_reviews | ### Feature request
I have been trying to load 'amazon_us_dataset" but unable to do so.
`amazon_us_reviews = load_dataset('amazon_us_reviews')`
`print(amazon_us_reviews)`
> [ValueError: Config name is missing.
Please pick one among the available configs: ['Wireless_v1_00', 'Watches_v1_00', 'Video_Games_v1... | CLOSED | 2023-07-30T11:02:17 | 2023-08-21T05:08:08 | 2023-08-10T05:02:35 | https://github.com/huggingface/datasets/issues/6099 | IqraBaluch | 10 | [
"enhancement"
] |
6,097 | Dataset.get_nearest_examples does not return all feature values for the k most similar datapoints - side effect of Dataset.set_format | ### Describe the bug
Hi team!
I observe that there seems to be a side effect of `Dataset.set_format`: after setting a format and creating a FAISS index, the method `get_nearest_examples` from the `Dataset` class, fails to retrieve anything else but the embeddings themselves - not super useful. This is not the case ... | CLOSED | 2023-07-28T20:31:59 | 2023-07-28T20:49:58 | 2023-07-28T20:49:58 | https://github.com/huggingface/datasets/issues/6097 | aschoenauer-sebag | 1 | [] |
6,090 | FilesIterable skips all the files after a hidden file | ### Describe the bug
When initializing `FilesIterable` with a list of file paths using `FilesIterable.from_paths`, it will discard all the files after a hidden file.
The problem is in [this line](https://github.com/huggingface/datasets/blob/88896a7b28610ace95e444b94f9a4bc332cc1ee3/src/datasets/download/download_manag... | CLOSED | 2023-07-28T07:25:57 | 2023-07-28T10:51:14 | 2023-07-28T10:50:11 | https://github.com/huggingface/datasets/issues/6090 | dkrivosic | 1 | [] |
6,089 | AssertionError: daemonic processes are not allowed to have children | ### Describe the bug
When I load_dataset with num_proc > 0 in a deamon process, I got an error:
```python
File "/Users/codingl2k1/Work/datasets/src/datasets/download/download_manager.py", line 564, in download_and_extract
return self.extract(self.download(url_or_urls))
^^^^^^^^^^^^^^^^^
File "/Users... | OPEN | 2023-07-28T06:04:00 | 2023-07-31T02:34:02 | null | https://github.com/huggingface/datasets/issues/6089 | codingl2k1 | 2 | [] |
6,088 | Loading local data files initiates web requests | As documented in the [official docs](https://huggingface.co/docs/datasets/v2.14.0/en/package_reference/loading_methods#datasets.load_dataset.example-2), I tried to load datasets from local files by
```python
# Load a JSON file
from datasets import load_dataset
ds = load_dataset('json', data_files='path/to/local/my_... | CLOSED | 2023-07-28T04:06:26 | 2023-07-28T05:02:22 | 2023-07-28T05:02:22 | https://github.com/huggingface/datasets/issues/6088 | lytning98 | 0 | [] |
6,087 | fsspec dependency is set too low | ### Describe the bug
fsspec.callbacks.TqdmCallback (used in https://github.com/huggingface/datasets/blob/73bed12ecda17d1573fd3bf73ed5db24d3622f86/src/datasets/utils/file_utils.py#L338) was first released in fsspec [2022.3.0](https://github.com/fsspec/filesystem_spec/releases/tag/2022.3.0, commit where it was added: ht... | CLOSED | 2023-07-27T20:08:22 | 2023-07-28T10:07:56 | 2023-07-28T10:07:03 | https://github.com/huggingface/datasets/issues/6087 | iXce | 1 | [] |
6,086 | Support `fsspec` in `Dataset.to_<format>` methods | Supporting this should be fairly easy.
Requested on the forum [here](https://discuss.huggingface.co/t/how-can-i-convert-a-loaded-dataset-in-to-a-parquet-file-and-save-it-to-the-s3/48353). | CLOSED | 2023-07-27T19:08:37 | 2024-03-07T07:22:43 | 2024-03-07T07:22:42 | https://github.com/huggingface/datasets/issues/6086 | mariosasko | 5 | [
"enhancement"
] |
6,084 | Changing pixel values of images in the Winoground dataset | Hi, as I followed the instructions, with lasted "datasets" version:
"
from datasets import load_dataset
examples = load_dataset('facebook/winoground', use_auth_token=<YOUR USER ACCESS TOKEN>)
"
I got slightly different datasets in colab and in my hpc environment. Specifically, the pixel values of images are slight... | OPEN | 2023-07-27T17:55:35 | 2023-07-27T17:55:35 | null | https://github.com/huggingface/datasets/issues/6084 | ZitengWangNYU | 0 | [] |
6,079 | Iterating over DataLoader based on HF datasets is stuck forever | ### Describe the bug
I am using Amazon Sagemaker notebook (Amazon Linux 2) with python 3.10 based Conda environment.
I have a dataset in parquet format locally. When I try to iterate over it, the loader is stuck forever. Note that the same code is working for python 3.6 based conda environment seamlessly. What shou... | CLOSED | 2023-07-26T14:52:37 | 2024-02-07T17:46:52 | 2023-07-30T14:09:06 | https://github.com/huggingface/datasets/issues/6079 | arindamsarkar93 | 15 | [] |
6,078 | resume_download with streaming=True | ### Describe the bug
I used:
```
dataset = load_dataset(
"oscar-corpus/OSCAR-2201",
token=True,
language="fr",
streaming=True,
split="train"
)
```
Unfortunately, the server had a problem during the training process. I saved the step my training stopped at.
But how can I resume download f... | CLOSED | 2023-07-26T14:08:22 | 2023-07-28T11:05:03 | 2023-07-28T11:05:03 | https://github.com/huggingface/datasets/issues/6078 | NicolasMICAUX | 3 | [] |
6,077 | Mapping gets stuck at 99% | ### Describe the bug
Hi !
I'm currently working with a large (~150GB) unnormalized dataset at work.
The dataset is available on a read-only filesystem internally, and I use a [loading script](https://huggingface.co/docs/datasets/dataset_script) to retreive it.
I want to normalize the features of the dataset, ... | OPEN | 2023-07-26T14:00:40 | 2024-07-22T12:28:06 | null | https://github.com/huggingface/datasets/issues/6077 | Laurent2916 | 6 | [] |
6,075 | Error loading music files using `load_dataset` | ### Describe the bug
I tried to load a music file using `datasets.load_dataset()` from the repository - https://huggingface.co/datasets/susnato/pop2piano_real_music_test
I got the following error -
```
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "/home/susnato/anaconda3/en... | CLOSED | 2023-07-26T12:44:05 | 2023-07-26T13:08:08 | 2023-07-26T13:08:08 | https://github.com/huggingface/datasets/issues/6075 | susnato | 2 | [] |
6,073 | version2.3.2 load_dataset()data_files can't include .xxxx in path | ### Describe the bug
First, I cd workdir.
Then, I just use load_dataset("json", data_file={"train":"/a/b/c/.d/train/train.json", "test":"/a/b/c/.d/train/test.json"})
that couldn't work and
<FileNotFoundError: Unable to find
'/a/b/c/.d/train/train.jsonl' at
/a/b/c/.d/>
And I debug, it is fine in version2.1.2... | CLOSED | 2023-07-26T11:09:31 | 2023-08-29T15:53:59 | 2023-08-29T15:53:59 | https://github.com/huggingface/datasets/issues/6073 | BUAAChuanWang | 1 | [] |
6,071 | storage_options provided to load_dataset not fully piping through since datasets 2.14.0 | ### Describe the bug
Since the latest release of `datasets` (`2.14.0`), custom filesystem `storage_options` passed to `load_dataset()` do not seem to propagate through all the way - leading to problems if loading data files that need those options to be set.
I think this is because of the new `_prepare_path_and_sto... | CLOSED | 2023-07-26T09:37:20 | 2023-07-27T12:42:58 | 2023-07-27T12:42:58 | https://github.com/huggingface/datasets/issues/6071 | exs-avianello | 2 | [] |
6,069 | KeyError: dataset has no key "image" | ### Describe the bug
I've loaded a local image dataset with:
`ds = laod_dataset("imagefolder", data_dir=path-to-data)`
And defined a transform to process the data, following the Datasets docs.
However, I get a keyError error, indicating there's no "image" key in my dataset. When I printed out the example_batch ... | CLOSED | 2023-07-25T17:45:50 | 2024-09-06T08:16:16 | 2023-07-27T12:42:17 | https://github.com/huggingface/datasets/issues/6069 | etetteh | 7 | [] |
6,066 | AttributeError: '_tqdm_cls' object has no attribute '_lock' | ### Describe the bug
```python
File "/Users/codingl2k1/.pyenv/versions/3.11.4/lib/python3.11/site-packages/datasets/load.py", line 1034, in get_module
data_files = DataFilesDict.from_patterns(
^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/Users/codingl2k1/.pyenv/versions/3.11.4/lib/python3.11/site-p... | CLOSED | 2023-07-25T07:24:36 | 2023-07-26T10:56:25 | 2023-07-26T10:56:24 | https://github.com/huggingface/datasets/issues/6066 | codingl2k1 | 7 | [] |
6,060 | Dataset.map() execute twice when in PyTorch DDP mode | ### Describe the bug
I use `torchrun --standalone --nproc_per_node=2 train.py` to start training. And write the code following the [docs](https://huggingface.co/docs/datasets/process#distributed-usage). The trick about using `torch.distributed.barrier()` to only execute map at the main process doesn't always work. W... | CLOSED | 2023-07-22T05:06:43 | 2024-01-22T18:35:12 | 2024-01-22T18:35:12 | https://github.com/huggingface/datasets/issues/6060 | wanghaoyucn | 4 | [] |
6,059 | Provide ability to load label mappings from file | ### Feature request
My task is classification of a dataset containing a large label set that includes a hierarchy. Even ignoring the hierarchy I'm not able to find an example using `datasets` where the label names aren't hard-coded. This works find for classification of a handful of labels but ideally there would be... | OPEN | 2023-07-22T02:04:19 | 2024-04-16T08:07:55 | null | https://github.com/huggingface/datasets/issues/6059 | david-waterworth | 3 | [
"enhancement"
] |
6,058 | laion-coco download error | ### Describe the bug
The full trace:
```
/home/bian/anaconda3/envs/sd/lib/python3.10/site-packages/datasets/load.py:1744: FutureWarning: 'ignore_verifications' was de
precated in favor of 'verification_mode' in version 2.9.1 and will be removed in 3.0.0.
You can remove this warning by passing 'verification_mode=no... | CLOSED | 2023-07-21T04:24:15 | 2023-07-22T01:42:06 | 2023-07-22T01:42:06 | https://github.com/huggingface/datasets/issues/6058 | yangyijune | 1 | [] |
6,057 | Why is the speed difference of gen example so big? | ```python
def _generate_examples(self, metadata_path, images_dir, conditioning_images_dir):
with open(metadata_path, 'r') as file:
metadata = json.load(file)
for idx, item in enumerate(metadata):
image_path = item.get('image_path')
text_content = item.get('tex... | CLOSED | 2023-07-21T03:34:49 | 2023-10-04T18:06:16 | 2023-10-04T18:06:15 | https://github.com/huggingface/datasets/issues/6057 | pixeli99 | 1 | [] |
6,055 | Fix host URL in The Pile datasets | ### Describe the bug
In #3627 and #5543, you tried to fix the host URL in The Pile datasets. But both URLs are not working now:
`HTTPError: 404 Client Error: Not Found for URL: https://the-eye.eu/public/AI/pile_preliminary_components/PUBMED_title_abstracts_2019_baseline.jsonl.zst`
And
`ConnectTimeout: HTTPSCo... | OPEN | 2023-07-20T09:08:52 | 2023-07-20T09:09:37 | null | https://github.com/huggingface/datasets/issues/6055 | nickovchinnikov | 0 | [] |
6,054 | Multi-processed `Dataset.map` slows down a lot when `import torch` | ### Describe the bug
When using `Dataset.map` with `num_proc > 1`, the speed slows down much if I add `import torch` to the start of the script even though I don't use it.
I'm not sure if it's `torch` only or if any other package that is "large" will also cause the same result.
BTW, `import lightning` also slows i... | CLOSED | 2023-07-20T06:36:14 | 2023-07-21T15:19:37 | 2023-07-21T15:19:37 | https://github.com/huggingface/datasets/issues/6054 | ShinoharaHare | 1 | [
"duplicate"
] |
6,053 | Change package name from "datasets" to something less generic | ### Feature request
I'm repeatedly finding myself in situations where I want to have a package called `datasets.py` or `evaluate.py` in my code and can't because those names are being taken up by Huggingface packages. While I can understand how (even from the user's perspective) it's aesthetically pleasing to have n... | CLOSED | 2023-07-19T19:53:28 | 2024-11-20T21:22:36 | 2023-10-03T16:04:09 | https://github.com/huggingface/datasets/issues/6053 | jack-jjm | 2 | [
"enhancement"
] |
6,051 | Skipping shard in the remote repo and resume upload | ### Describe the bug
For some reason when I try to resume the upload of my dataset, it is very slow to reach the index of the shard from which to resume the uploading.
From my understanding, the problem is in this part of the code:
arrow_dataset.py
```python
for index, shard in logging.tqdm(
enume... | CLOSED | 2023-07-19T09:25:26 | 2023-07-20T18:16:01 | 2023-07-20T18:16:00 | https://github.com/huggingface/datasets/issues/6051 | rs9000 | 2 | [] |
6,048 | when i use datasets.load_dataset, i encounter the http connect error! | ### Describe the bug
`common_voice_test = load_dataset("audiofolder", data_dir="./dataset/",cache_dir="./cache",split=datasets.Split.TEST)`
when i run the code above, i got the error as below:
--------------------------------------------
ConnectionError: Couldn't reach https://raw.githubusercontent.com/huggingface/... | CLOSED | 2023-07-18T10:16:34 | 2023-07-18T16:18:39 | 2023-07-18T16:18:39 | https://github.com/huggingface/datasets/issues/6048 | yangy1992 | 1 | [] |
6,046 | Support proxy and user-agent in fsspec calls | Since we switched to the new HfFileSystem we no longer apply user's proxy and user-agent.
Using the HTTP_PROXY and HTTPS_PROXY environment variables works though since we use aiohttp to call the HF Hub.
This can be implemented in `_prepare_single_hop_path_and_storage_options`.
Though ideally the `HfFileSystem`... | OPEN | 2023-07-17T16:39:26 | 2025-06-26T18:26:27 | null | https://github.com/huggingface/datasets/issues/6046 | lhoestq | 10 | [
"enhancement",
"good second issue"
] |
6,043 | Compression kwargs have no effect when saving datasets as csv | ### Describe the bug
Attempting to save a dataset as a compressed csv file, the compression kwargs provided to `.to_csv()` that get piped to panda's `pandas.DataFrame.to_csv` do not have any effect - resulting in the dataset not getting compressed.
A warning is raised if explicitly providing a `compression` kwarg, ... | OPEN | 2023-07-17T13:19:21 | 2023-07-22T17:34:18 | null | https://github.com/huggingface/datasets/issues/6043 | exs-avianello | 3 | [] |
6,039 | Loading column subset from parquet file produces error since version 2.13 | ### Describe the bug
`load_dataset` allows loading a subset of columns from a parquet file with the `columns` argument. Since version 2.13, this produces the following error:
```
Traceback (most recent call last):
File "/usr/lib/python3.10/site-packages/datasets/builder.py", line 1879, in ... | CLOSED | 2023-07-16T09:13:07 | 2023-07-24T14:35:04 | 2023-07-24T14:35:04 | https://github.com/huggingface/datasets/issues/6039 | kklemon | 0 | [] |
6,038 | File "/home/zhizhou/anaconda3/envs/pytorch/lib/python3.10/site-packages/datasets/builder.py", line 992, in _download_and_prepare if str(split_generator.split_info.name).lower() == "all": AttributeError: 'str' object has no attribute 'split_info'. Did you mean: 'splitlines'? | Hi, I use the code below to load local file
```
def _split_generators(self, dl_manager):
# TODO: This method is tasked with downloading/extracting the data and defining the splits depending on the configuration
# If several configurations are possible (listed in BUILDER_CONFIGS), the configurati... | CLOSED | 2023-07-15T07:58:08 | 2023-07-24T11:54:15 | 2023-07-24T11:54:15 | https://github.com/huggingface/datasets/issues/6038 | BaiMeiyingxue | 1 | [] |
6,037 | Documentation links to examples are broken | ### Describe the bug
The links at the bottom of [add_dataset](https://huggingface.co/docs/datasets/v1.2.1/add_dataset.html) to examples of specific datasets are all broken, for example
- text classification: [ag_news](https://github.com/huggingface/datasets/blob/master/datasets/ag_news/ag_news.py) (original data ... | CLOSED | 2023-07-15T04:54:50 | 2023-07-17T22:35:14 | 2023-07-17T15:10:32 | https://github.com/huggingface/datasets/issues/6037 | david-waterworth | 2 | [] |
6,034 | load_dataset hangs on WSL | ### Describe the bug
load_dataset simply hangs. It happens once every ~5 times, and interestingly hangs for a multiple of 5 minutes (hangs for 5/10/15 minutes). Using the profiler in PyCharm shows that it spends the time at <method 'connect' of '_socket.socket' objects>. However, a local cache is available so I am not... | CLOSED | 2023-07-14T09:03:10 | 2023-07-14T14:48:29 | 2023-07-14T14:48:29 | https://github.com/huggingface/datasets/issues/6034 | Andy-Zhou2 | 3 | [] |
6,033 | `map` function doesn't fully utilize `input_columns`. | ### Describe the bug
I wanted to select only some columns of data.
And I thought that's why the argument `input_columns` exists.
What I expected is like this:
If there are ["a", "b", "c", "d"] columns, and if I set `input_columns=["a", "d"]`, the data will have only ["a", "d"] columns.
But it doesn't select co... | CLOSED | 2023-07-14T08:49:28 | 2023-07-14T09:16:04 | 2023-07-14T09:16:04 | https://github.com/huggingface/datasets/issues/6033 | kwonmha | 0 | [] |
6,032 | DownloadConfig.proxies not work when load_dataset_builder calling HfApi.dataset_info | ### Describe the bug
```python
download_config = DownloadConfig(proxies={'https': '<my proxy>'})
builder = load_dataset_builder(..., download_config=download_config)
```
But, when getting the dataset_info from HfApi, the http requests not using the proxies.
### Steps to reproduce the bug
1. Setup proxies i... | OPEN | 2023-07-14T07:22:55 | 2023-09-11T13:50:41 | null | https://github.com/huggingface/datasets/issues/6032 | codingl2k1 | 5 | [] |
6,031 | Argument type for map function changes when using `input_columns` for `IterableDataset` | ### Describe the bug
I wrote `tokenize(examples)` function as an argument for `map` function for `IterableDataset`.
It process dictionary type `examples` as a parameter.
It is used in `train_dataset = train_dataset.map(tokenize, batched=True)`
No error is raised.
And then, I found some unnecessary keys and val... | CLOSED | 2023-07-14T05:11:14 | 2023-07-14T14:44:15 | 2023-07-14T14:44:15 | https://github.com/huggingface/datasets/issues/6031 | kwonmha | 1 | [] |
6,025 | Using a dataset for a use other than it was intended for. | ### Describe the bug
Hi, I want to use the rotten tomatoes dataset but for a task other than classification, but when I interleave the dataset, it throws ```'ValueError: Column label is not present in features.'```. It seems that the label_col must be there in the dataset for some reason?
Here is the full stacktra... | CLOSED | 2023-07-12T22:33:17 | 2023-07-13T13:57:36 | 2023-07-13T13:57:36 | https://github.com/huggingface/datasets/issues/6025 | surya-narayanan | 1 | [] |
6,022 | Batch map raises TypeError: '>=' not supported between instances of 'NoneType' and 'int' | ### Describe the bug
When mapping some datasets with `batched=True`, datasets may raise an exeception:
```python
Traceback (most recent call last):
File "/Users/codingl2k1/Work/datasets/venv/lib/python3.11/site-packages/multiprocess/pool.py", line 125, in worker
result = (True, func(*args, **kwds))
... | CLOSED | 2023-07-12T03:20:17 | 2023-07-12T16:18:06 | 2023-07-12T16:18:05 | https://github.com/huggingface/datasets/issues/6022 | codingl2k1 | 1 | [] |
6,020 | Inconsistent "The features can't be aligned" error when combining map, multiprocessing, and variable length outputs | ### Describe the bug
I'm using a dataset with map and multiprocessing to run a function that returned a variable length list of outputs. This output list may be empty. Normally this is handled fine, but there is an edge case that crops up when using multiprocessing. In some cases, an empty list result ends up in a dat... | OPEN | 2023-07-11T20:40:38 | 2024-10-27T06:30:13 | null | https://github.com/huggingface/datasets/issues/6020 | kheyer | 4 | [] |
6,017 | Switch to huggingface_hub's HfFileSystem | instead of the current datasets.filesystems.hffilesystem.HfFileSystem which can be slow in some cases
related to https://github.com/huggingface/datasets/issues/5846 and https://github.com/huggingface/datasets/pull/5919 | CLOSED | 2023-07-11T16:24:40 | 2023-07-17T17:01:01 | 2023-07-17T17:01:01 | https://github.com/huggingface/datasets/issues/6017 | lhoestq | 0 | [
"enhancement"
] |
6,014 | Request to Share/Update Dataset Viewer Code |
Overview:
The repository (huggingface/datasets-viewer) was recently archived and when I tried to run the code, there was the error message "AttributeError: module 'datasets.load' has no attribute 'prepare_module'". I could not resolve the issue myself due to lack of documentation of that attribute.
Request:
I k... | CLOSED | 2023-07-11T06:36:09 | 2024-07-20T07:29:08 | 2023-09-25T12:01:17 | https://github.com/huggingface/datasets/issues/6014 | lilyorlilypad | 10 | [
"duplicate"
] |
6,013 | [FR] `map` should reuse unchanged columns from the previous dataset to avoid disk usage | ### Feature request
Currently adding a new column with `map` will cause all the data in the dataset to be duplicated and stored/cached on the disk again. It should reuse unchanged columns.
### Motivation
This allows having datasets with different columns but sharing some basic columns. Currently, these datasets wou... | OPEN | 2023-07-10T06:42:20 | 2025-06-19T06:30:38 | null | https://github.com/huggingface/datasets/issues/6013 | NightMachinery | 2 | [
"enhancement",
"good second issue"
] |
6,012 | [FR] Transform Chaining, Lazy Mapping | ### Feature request
Currently using a `map` call processes and duplicates the whole dataset, which takes both time and disk space.
The solution is to allow lazy mapping, which is essentially a saved chain of transforms that are applied on the fly whenever a slice of the dataset is requested.
The API should look ... | OPEN | 2023-07-09T21:40:21 | 2025-01-20T14:06:28 | null | https://github.com/huggingface/datasets/issues/6012 | NightMachinery | 9 | [
"enhancement"
] |
6,011 | Documentation: wiki_dpr Dataset has no metric_type for Faiss Index | ### Describe the bug
After loading `wiki_dpr` using:
```py
ds = load_dataset(path='wiki_dpr', name='psgs_w100.multiset.compressed', split='train')
print(ds.get_index("embeddings").metric_type) # prints nothing because the value is None
```
the index does not have a defined `metric_type`. This is an issue because ... | CLOSED | 2023-07-09T08:30:19 | 2023-07-11T03:02:36 | 2023-07-11T03:02:36 | https://github.com/huggingface/datasets/issues/6011 | YichiRockyZhang | 2 | [] |
6,010 | Improve `Dataset`'s string representation | Currently, `Dataset.__repr__` outputs a dataset's column names and the number of rows. We could improve it by printing its features and the first few rows.
We should also implement `_repr_html_` to have a rich HTML representation in notebooks/Streamlit. | OPEN | 2023-07-07T16:38:03 | 2023-09-01T03:45:07 | null | https://github.com/huggingface/datasets/issues/6010 | mariosasko | 3 | [
"enhancement"
] |
6,008 | Dataset.from_generator consistently freezes at ~1000 rows | ### Describe the bug
Whenever I try to create a dataset which contains images using `Dataset.from_generator`, it freezes around 996 rows. I suppose it has something to do with memory consumption, but there's more memory available. I
Somehow it worked a few times but mostly this makes the datasets library much more ... | CLOSED | 2023-07-05T16:06:48 | 2023-07-10T13:46:39 | 2023-07-10T13:46:39 | https://github.com/huggingface/datasets/issues/6008 | andreemic | 3 | [] |
6,007 | Get an error "OverflowError: Python int too large to convert to C long" when loading a large dataset | ### Describe the bug
When load a large dataset with the following code
```python
from datasets import load_dataset
dataset = load_dataset("liwu/MNBVC", 'news_peoples_daily', split='train')
```
We encountered the error: "OverflowError: Python int too large to convert to C long"
The error look something like... | OPEN | 2023-07-05T15:16:50 | 2024-02-07T22:22:35 | null | https://github.com/huggingface/datasets/issues/6007 | silverriver | 8 | [
"arrow"
] |
6,006 | NotADirectoryError when loading gigawords | ### Describe the bug
got `NotADirectoryError` whtn loading gigawords dataset
### Steps to reproduce the bug
When running
```
import datasets
datasets.load_dataset('gigaword')
```
Got the following exception:
```bash
Traceback (most recent call last): ... | CLOSED | 2023-07-05T06:23:41 | 2023-07-05T06:31:02 | 2023-07-05T06:31:01 | https://github.com/huggingface/datasets/issues/6006 | xipq | 1 | [] |
6,003 | interleave_datasets & DataCollatorForLanguageModeling having a conflict ? | ### Describe the bug
Hi everyone :)
I have two local & custom datasets (1 "sentence" per line) which I split along the 95/5 lines for pre-training a Bert model. I use a modified version of `run_mlm.py` in order to be able to make use of `interleave_dataset`:
- `tokenize()` runs fine
- `group_text()` runs fine
... | OPEN | 2023-07-03T17:15:31 | 2023-07-03T17:15:31 | null | https://github.com/huggingface/datasets/issues/6003 | PonteIneptique | 0 | [] |
5,999 | Getting a 409 error while loading xglue dataset | ### Describe the bug
Unable to load xglue dataset
### Steps to reproduce the bug
```python
import datasets
dataset = datasets.load_dataset("xglue", "ntg")
```
> ConnectionError: Couldn't reach https://xglue.blob.core.windows.net/xglue/xglue_full_dataset.tar.gz (error 409)
### Expected behavior
Expected the... | CLOSED | 2023-06-30T04:13:54 | 2023-06-30T05:57:23 | 2023-06-30T05:57:22 | https://github.com/huggingface/datasets/issues/5999 | Praful932 | 1 | [] |
5,998 | The current implementation has a potential bug in the sort method | ### Describe the bug
In the sort method，here's a piece of code
```python
# column_names: Union[str, Sequence_[str]]
# Check proper format of and for duplicates in column_names
if not isinstance(column_names, list):
column_names = [column_names]
```
I get an error when I pass in a tuple based on the ... | CLOSED | 2023-06-30T03:16:57 | 2023-06-30T14:21:03 | 2023-06-30T14:11:25 | https://github.com/huggingface/datasets/issues/5998 | wangyuxinwhy | 1 | [] |
5,997 | extend the map function so it can wrap around long text that does not fit in the context window | ### Feature request
I understand `dataset` provides a [`map`](https://github.com/huggingface/datasets/blob/main/src/datasets/arrow_dataset.py#L2849) function. This function in turn takes in a callable that is used to tokenize the text on which a model is trained. Frequently this text will not fit within a models's con... | OPEN | 2023-06-29T22:15:21 | 2023-07-03T17:58:52 | null | https://github.com/huggingface/datasets/issues/5997 | siddhsql | 2 | [
"enhancement"
] |
5,993 | ValueError: Table schema does not match schema used to create file | ### Describe the bug
Saving a dataset as parquet fails with a `ValueError: Table schema does not match schema used to create file` if the dataset was obtained out of a `.select_columns()` call with columns selected out of order.
### Steps to reproduce the bug
```python
import datasets
dataset = datasets.Dataset... | CLOSED | 2023-06-27T10:54:07 | 2023-06-27T15:36:42 | 2023-06-27T15:32:44 | https://github.com/huggingface/datasets/issues/5993 | exs-avianello | 2 | [] |
5,991 | `map` with any joblib backend | We recently enabled the (experimental) parallel backend switch for data download and extraction but not for `map` yet.
Right now we're using our `iflatmap_unordered` implementation for multiprocessing that uses a shared Queue to gather progress updates from the subprocesses and show a progress bar in the main proces... | OPEN | 2023-06-26T10:33:42 | 2025-09-04T10:43:06 | null | https://github.com/huggingface/datasets/issues/5991 | lhoestq | 2 | [
"enhancement"
] |
5,989 | Set a rule on the config and split names | > should we actually allow characters like spaces? maybe it's better to add validation for whitespace symbols and directly in datasets and raise
https://github.com/huggingface/datasets-server/issues/853
| OPEN | 2023-06-26T07:34:14 | 2023-07-19T14:22:54 | null | https://github.com/huggingface/datasets/issues/5989 | severo | 3 | [] |
5,988 | ConnectionError: Couldn't reach dataset_infos.json | ### Describe the bug
I'm trying to load codeparrot/codeparrot-clean-train, but get the following error:
ConnectionError: Couldn't reach https://huggingface.co/datasets/codeparrot/codeparrot-clean-train/resolve/main/dataset_infos.json (ConnectionError(ProtocolError('Connection aborted.', ConnectionResetError(104, 'C... | CLOSED | 2023-06-25T12:39:31 | 2023-07-07T13:20:57 | 2023-07-07T13:20:57 | https://github.com/huggingface/datasets/issues/5988 | yulingao | 1 | [] |
5,987 | Why max_shard_size is not supported in load_dataset and passed to download_and_prepare | ### Describe the bug
https://github.com/huggingface/datasets/blob/a8a797cc92e860c8d0df71e0aa826f4d2690713e/src/datasets/load.py#L1809
What I can to is break the `load_dataset` and use `load_datset_builder` + `download_and_prepare` instead.
### Steps to reproduce the bug
https://github.com/huggingface/datasets/blo... | CLOSED | 2023-06-25T04:19:13 | 2023-06-29T16:06:08 | 2023-06-29T16:06:08 | https://github.com/huggingface/datasets/issues/5987 | npuichigo | 5 | [] |
5,985 | Cannot reuse tokenizer object for dataset map | ### Describe the bug
Related to https://github.com/huggingface/transformers/issues/24441. Not sure if this is a tokenizer issue or caching issue, so filing in both.
Passing the tokenizer to the dataset map function causes the tokenizer to be fingerprinted weirdly. After calling the tokenizer with arguments like pad... | CLOSED | 2023-06-23T14:45:31 | 2023-07-21T14:09:14 | 2023-07-21T14:09:14 | https://github.com/huggingface/datasets/issues/5985 | vikigenius | 2 | [
"duplicate"
] |
5,984 | AutoSharding IterableDataset's when num_workers > 1 | ### Feature request
Minimal Example
```
import torch
from datasets import IterableDataset
d = IterableDataset.from_file(<file_name>)
dl = torch.utils.data.dataloader.DataLoader(d,num_workers=3)
for sample in dl:
print(sample)
```
Warning:
Too many dataloader workers: 2 (max is dataset.n_shard... | OPEN | 2023-06-23T14:34:20 | 2024-03-22T15:01:14 | null | https://github.com/huggingface/datasets/issues/5984 | mathephysicist | 8 | [
"enhancement"
] |
5,982 | 404 on Datasets Documentation Page | ### Describe the bug
Getting a 404 from the Hugging Face Datasets docs page:
https://huggingface.co/docs/datasets/index
### Steps to reproduce the bug
1. Go to URL https://huggingface.co/docs/datasets/index
2. Notice 404 not found
### Expected behavior
URL should either show docs or redirect to new location
#... | CLOSED | 2023-06-22T20:14:57 | 2023-06-26T15:45:03 | 2023-06-26T15:45:03 | https://github.com/huggingface/datasets/issues/5982 | kmulka-bloomberg | 2 | [] |
5,981 | Only two cores are getting used in sagemaker with pytorch 3.10 kernel | ### Describe the bug
When using the newer pytorch 3.10 kernel, only 2 cores are being used by huggingface filter and map functions. The Pytorch 3.9 kernel would use as many cores as specified in the num_proc field.
We have solved this in our own code by placing the following snippet in the code that is called insi... | CLOSED | 2023-06-22T19:57:31 | 2023-10-30T06:17:40 | 2023-07-24T11:54:52 | https://github.com/huggingface/datasets/issues/5981 | mmr-crexi | 4 | [] |
5,980 | Viewing dataset card returns “502 Bad Gateway” | The url is: https://huggingface.co/datasets/Confirm-Labs/pile_ngrams_trigrams
I am able to successfully view the “Files and versions” tab: [Confirm-Labs/pile_ngrams_trigrams at main](https://huggingface.co/datasets/Confirm-Labs/pile_ngrams_trigrams/tree/main)
Any help would be appreciated! Thanks! I hope this is ... | CLOSED | 2023-06-22T19:14:48 | 2023-06-27T08:38:19 | 2023-06-26T14:42:45 | https://github.com/huggingface/datasets/issues/5980 | tbenthompson | 3 | [] |
5,975 | Streaming Dataset behind Proxy - FileNotFoundError | ### Describe the bug
When trying to stream a dataset i get the following error after a few minutes of waiting.
```
FileNotFoundError: https://huggingface.co/datasets/facebook/voxpopuli/resolve/main/data/n_files.json
If the repo is private or gated, make sure to log in with `huggingface-cli login`.
```
I hav... | CLOSED | 2023-06-21T19:10:02 | 2023-06-30T05:55:39 | 2023-06-30T05:55:38 | https://github.com/huggingface/datasets/issues/5975 | Veluchs | 9 | [] |
5,971 | Docs: make "repository structure" easier to find | The page https://huggingface.co/docs/datasets/repository_structure explains how to create a simple repository structure without a dataset script.
It's the simplest way to create a dataset and should be easier to find, particularly on the docs' first pages. | OPEN | 2023-06-21T08:26:44 | 2023-07-05T06:51:38 | null | https://github.com/huggingface/datasets/issues/5971 | severo | 5 | [
"documentation"
] |
5,970 | description disappearing from Info when Uploading a Dataset Created with `from_dict` | ### Describe the bug
When uploading a dataset created locally using `from_dict` with a specified `description` field. It appears before upload, but is missing after upload and re-download.
### Steps to reproduce the bug
I think the most relevant pattern in the code might be the following lines:
```
descr... | OPEN | 2023-06-20T19:18:26 | 2023-06-22T14:23:56 | null | https://github.com/huggingface/datasets/issues/5970 | balisujohn | 2 | [] |
5,968 | Common Voice datasets still need `use_auth_token=True` | ### Describe the bug
We don't need to pass `use_auth_token=True` anymore to download gated datasets or models, so the following should work if correctly logged in.
```py
from datasets import load_dataset
load_dataset("mozilla-foundation/common_voice_6_1", "tr", split="train+validation")
```
However it throw... | CLOSED | 2023-06-20T11:58:37 | 2023-07-29T16:08:59 | 2023-07-29T16:08:58 | https://github.com/huggingface/datasets/issues/5968 | patrickvonplaten | 4 | [] |
5,967 | Config name / split name lost after map with multiproc | ### Describe the bug
Performing a `.map` method on a dataset loses it's config name / split name only if run with multiproc
### Steps to reproduce the bug
```python
from datasets import Audio, load_dataset
from transformers import AutoFeatureExtractor
import numpy as np
# load dummy dataset
libri = load_datas... | OPEN | 2023-06-19T17:27:36 | 2023-06-28T08:55:25 | null | https://github.com/huggingface/datasets/issues/5967 | sanchit-gandhi | 2 | [] |
5,965 | "Couldn't cast array of type" in complex datasets | ### Describe the bug
When doing a map of a dataset with complex types, sometimes `datasets` is unable to interpret the valid schema of a returned datasets.map() function. This often comes from conflicting types, like when both empty lists and filled lists are competing for the same field value.
This is prone to hap... | CLOSED | 2023-06-19T14:16:14 | 2023-07-26T15:13:53 | 2023-07-26T15:13:53 | https://github.com/huggingface/datasets/issues/5965 | piercefreeman | 4 | [] |
5,963 | Got an error _pickle.PicklingError use Dataset.from_spark. | python 3.9.2
Got an error _pickle.PicklingError use Dataset.from_spark.
Did the dataset import load data from spark dataframe using multi-node Spark cluster
df = spark.read.parquet(args.input_data).repartition(50)
ds = Dataset.from_spark(df, keep_in_memory=True,
cache_dir="... | CLOSED | 2023-06-19T05:30:35 | 2023-07-24T11:55:46 | 2023-07-24T11:55:46 | https://github.com/huggingface/datasets/issues/5963 | yanzia12138 | 5 | [] |
5,962 | Issue with train_test_split maintaining the same underlying PyArrow Table | ### Describe the bug
I've been using the train_test_split method in the datasets module to split my HuggingFace Dataset into separate training, validation, and testing subsets. However, I've noticed an issue where the split datasets appear to maintain the same underlying PyArrow Table.
### Steps to reproduce the bug
... | OPEN | 2023-06-17T02:19:58 | 2023-06-17T02:19:58 | null | https://github.com/huggingface/datasets/issues/5962 | Oziel14 | 0 | [] |
5,961 | IterableDataset: split by node and map may preprocess samples that will be skipped anyway | There are two ways an iterable dataset can be split by node:
1. if the number of shards is a factor of number of GPUs: in that case the shards are evenly distributed per GPU
2. otherwise, each GPU iterate on the data and at the end keeps 1 sample out of n(GPUs) - skipping the others.
In case 2. it's ... | OPEN | 2023-06-15T10:29:10 | 2023-09-01T10:35:11 | null | https://github.com/huggingface/datasets/issues/5961 | johnchienbronci | 9 | [] |
5,959 | read metric glue.py from local file | ### Describe the bug
Currently, The server is off-line. I am using the glue metric from the local file downloaded from the hub.
I download / cached datasets using `load_dataset('glue','sst2', cache_dir='/xxx')` to cache them and then in the off-line mode, I use `load_dataset('xxx/glue.py','sst2', cache_dir='/xxx'... | CLOSED | 2023-06-14T17:59:35 | 2023-06-14T18:04:16 | 2023-06-14T18:04:16 | https://github.com/huggingface/datasets/issues/5959 | JiazhaoLi | 1 | [] |
5,955 | Strange bug in loading local JSON files, using load_dataset | ### Describe the bug
I am using 'load_dataset 'loads a JSON file, but I found a strange bug: an error will be reported when the length of the JSON file exceeds 160000 (uncertain exact number). I have checked the data through the following code and there are no issues. So I cannot determine the true reason for this err... | CLOSED | 2023-06-14T12:46:00 | 2023-06-21T14:42:15 | 2023-06-21T14:42:15 | https://github.com/huggingface/datasets/issues/5955 | Night-Quiet | 4 | [] |
5,953 | Bad error message when trying to download gated dataset | ### Describe the bug
When I attempt to download a model from the Hub that is gated without being logged in, I get a nice error message. E.g.:
E.g.
```sh
Repository Not Found for url: https://huggingface.co/api/models/DeepFloyd/IF-I-XL-v1.0.
Please make sure you specified the correct `repo_id` and `repo_type`.
I... | CLOSED | 2023-06-14T10:03:39 | 2023-06-14T16:36:51 | 2023-06-14T12:26:32 | https://github.com/huggingface/datasets/issues/5953 | patrickvonplaten | 8 | [] |
5,951 | What is the Right way to use discofuse dataset?? | [Click here for Dataset link](https://huggingface.co/datasets/discofuse/viewer/discofuse-wikipedia/train?row=6)
**Below is the following way, as per my understanding , Is it correct :question: :question:**
The **columns/features from `DiscoFuse dataset`** that will be the **input to the `encoder` and `decoder`** ar... | CLOSED | 2023-06-14T08:38:39 | 2023-06-14T13:25:06 | 2023-06-14T12:10:16 | https://github.com/huggingface/datasets/issues/5951 | akesh1235 | 2 | [] |
5,950 | Support for data with instance-wise dictionary as features | ### Feature request
I notice that when loading data instances with feature type of python dictionary, the dictionary keys would be broadcast so that every instance has the same set of keys. Please see an example in the Motivation section.
It is possible to avoid this behavior, i.e., load dictionary features as it i... | OPEN | 2023-06-13T15:49:00 | 2025-04-07T13:20:37 | null | https://github.com/huggingface/datasets/issues/5950 | richardwth | 11 | [
"enhancement"
] |
5,947 | Return the audio filename when decoding fails due to corrupt files | ### Feature request
Return the audio filename when the audio decoding fails. Although currently there are some checks for mp3 and opus formats with the library version there are still cases when the audio decoding could fail, eg. Corrupt file.
### Motivation
When you try to load an object file dataset and the... | OPEN | 2023-06-13T08:44:09 | 2023-06-14T12:45:01 | null | https://github.com/huggingface/datasets/issues/5947 | wetdog | 2 | [
"enhancement"
] |
5,946 | IndexError Not Solving -> IndexError: Invalid key: ?? is out of bounds for size 0 or ?? | ### Describe the bug
in <cell line: 1>:1 │
│ │
│ /usr/local/lib/python3.10/dist-packages/transformers/trainer.py:1537 in train ... | OPEN | 2023-06-13T07:34:15 | 2023-07-14T12:04:48 | null | https://github.com/huggingface/datasets/issues/5946 | syngokhan | 6 | [] |
5,945 | Failing to upload dataset to the hub | ### Describe the bug
Trying to upload a dataset of hundreds of thousands of audio samples (the total volume is not very large, 60 gb) to the hub with push_to_hub, it doesn't work.
From time to time one piece of the data (parquet) gets pushed and then I get RemoteDisconnected even though my internet is stable.
Please... | CLOSED | 2023-06-13T05:46:46 | 2023-07-24T11:56:40 | 2023-07-24T11:56:40 | https://github.com/huggingface/datasets/issues/5945 | Ar770 | 3 | [] |
5,941 | Load Data Sets Too Slow In Train Seq2seq Model | ### Describe the bug
step 'Generating train split' in load_dataset is too slow：
### Steps to reproduce the bug
Data： own data，16K16B Mono wav
Oficial Script:[ run_speech_recognition_seq2seq.py](https://github... | CLOSED | 2023-06-12T03:58:43 | 2023-08-15T02:52:22 | 2023-08-15T02:52:22 | https://github.com/huggingface/datasets/issues/5941 | xyx361100238 | 10 | [] |
5,990 | Pushing a large dataset on the hub consistently hangs | ### Describe the bug
Once I have locally built a large dataset that I want to push to hub, I use the recommended approach of .push_to_hub to get the dataset on the hub, and after pushing a few shards, it consistently hangs. This has happened over 40 times over the past week, and despite my best efforts to try and catc... | OPEN | 2023-06-10T14:46:47 | 2025-02-15T09:29:10 | null | https://github.com/huggingface/datasets/issues/5990 | AntreasAntoniou | 46 | [
"bug"
] |
5,939 | . | CLOSED | 2023-06-09T14:01:34 | 2023-06-12T12:19:34 | 2023-06-12T12:19:19 | https://github.com/huggingface/datasets/issues/5939 | flckv | 0 | [] | |
5,936 | Sequence of array not supported for most dtype | ### Describe the bug
Create a dataset composed of sequence of array fails for most dtypes (see code below).
### Steps to reproduce the bug
```python
from datasets import Sequence, Array2D, Features, Dataset
import numpy as np
for dtype in [
"bool", # ok
"int8", # failed
"int16", # failed
... | CLOSED | 2023-06-08T18:18:07 | 2023-06-14T15:03:34 | 2023-06-14T15:03:34 | https://github.com/huggingface/datasets/issues/5936 | qgallouedec | 4 | [] |
5,931 | `datasets.map` not reusing cached copy by default | ### Describe the bug
When I load the dataset from local directory, it's cached copy is picked up after first time. However, for `map` operation, the operation is applied again and cached copy is not picked up. Is there any way to pick cached copy instead of processing it again? The only solution I could think of was... | CLOSED | 2023-06-07T09:03:33 | 2023-06-21T16:15:40 | 2023-06-21T16:15:40 | https://github.com/huggingface/datasets/issues/5931 | bhavitvyamalik | 1 | [] |
5,930 | loading private custom dataset script - authentication error | ### Describe the bug
Train model with my custom dataset stored in HuggingFace and loaded with the loading script requires authentication but I am not sure how ?
I am logged in in the terminal, in the browser. I receive this error:
/python3.8/site-packages/datasets/utils/file_utils.py", line 566, in get_from... | CLOSED | 2023-06-07T06:58:23 | 2023-06-15T14:49:21 | 2023-06-15T14:49:20 | https://github.com/huggingface/datasets/issues/5930 | flckv | 1 | [] |
5,929 | Importing PyTorch reduces multiprocessing performance for map | ### Describe the bug
I noticed that the performance of my dataset preprocessing with `map(...,num_proc=32)` decreases when PyTorch is imported.
### Steps to reproduce the bug
I created two example scripts to reproduce this behavior:
```
import datasets
datasets.disable_caching()
from datasets import Da... | CLOSED | 2023-06-06T19:42:25 | 2023-06-16T13:09:12 | 2023-06-16T13:09:12 | https://github.com/huggingface/datasets/issues/5929 | Maxscha | 2 | [] |
5,927 | `IndexError` when indexing `Sequence` of `Array2D` with `None` values | ### Describe the bug
Having `None` values in a `Sequence` of `ArrayND` fails.
### Steps to reproduce the bug
```python
from datasets import Array2D, Dataset, Features, Sequence
data = [
[
[[0]],
None,
None,
]
]
feature = Sequence(Array2D((1, 1), dtype="int64"))
dataset =... | CLOSED | 2023-06-06T14:36:22 | 2023-06-13T12:39:39 | 2023-06-09T13:23:50 | https://github.com/huggingface/datasets/issues/5927 | qgallouedec | 2 | [] |
5,926 | Uncaught exception when generating the splits from a dataset that miss data | ### Describe the bug
Dataset https://huggingface.co/datasets/blog_authorship_corpus has an issue with its hosting platform, since https://drive.google.com/u/0/uc?id=1cGy4RNDV87ZHEXbiozABr9gsSrZpPaPz&export=download returns 404 error.
But when trying to generate the split names, we get an exception which is now corr... | OPEN | 2023-06-06T13:51:01 | 2023-06-07T07:53:16 | null | https://github.com/huggingface/datasets/issues/5926 | severo | 1 | [] |
5,925 | Breaking API change in datasets.list_datasets caused by change in HfApi.list_datasets | ### Describe the bug
Hi all,
after an update of the `datasets` library, we observer crashes in our code. We relied on `datasets.list_datasets` returning a `list`. Now, after the API of the HfApi.list_datasets was changed and it returns a `list` instead of an `Iterable`, the `datasets.list_datasets` now sometimes re... | CLOSED | 2023-06-05T14:46:04 | 2023-06-19T17:22:43 | 2023-06-19T17:22:43 | https://github.com/huggingface/datasets/issues/5925 | mtkinit | 0 | [] |
5,923 | Cannot import datasets - ValueError: pyarrow.lib.IpcWriteOptions size changed, may indicate binary incompatibility | ### Describe the bug
When trying to import datasets, I get a pyarrow ValueError:
Traceback (most recent call last):
File "/Users/edward/test/test.py", line 1, in <module>
import datasets
File "/Users/edward/opt/anaconda3/envs/cs235/lib/python3.9/site-packages/datasets/__init__.py", line 43, in <module>... | CLOSED | 2023-06-02T04:16:32 | 2024-06-27T10:07:49 | 2024-02-25T16:38:03 | https://github.com/huggingface/datasets/issues/5923 | ehuangc | 25 | [] |
5,922 | Length of table does not accurately reflect the split | ### Describe the bug
I load a Huggingface Dataset and do `train_test_split`. I'm expecting the underlying table for the dataset to also be split, but it's not.
### Steps to reproduce the bug
### Expected behavior... | CLOSED | 2023-06-01T18:56:26 | 2023-06-02T16:13:31 | 2023-06-02T16:13:31 | https://github.com/huggingface/datasets/issues/5922 | amogkam | 2 | [
"wontfix"
] |
5,918 | File not found for audio dataset | ### Describe the bug
After loading an audio dataset, and looking at a sample entry, the `path` element, which is supposed to be the path to the audio file, doesn't actually exist.
### Steps to reproduce the bug
Run bug.py:
```py
import os.path
from datasets import load_dataset
def run() -> None:
cv1... | OPEN | 2023-06-01T02:15:29 | 2023-06-11T06:02:25 | null | https://github.com/huggingface/datasets/issues/5918 | RobertBaruch | 1 | [] |
5,914 | array is too big; `arr.size * arr.dtype.itemsize` is larger than the maximum possible size in Datasets | ### Describe the bug
When using the `filter` or `map` function to preprocess a dataset, a ValueError is encountered with the error message "array is too big; arr.size * arr.dtype.itemsize is larger than the maximum possible size."
Detailed error message:
Traceback (most recent call last):
File "data_processing... | OPEN | 2023-05-30T04:25:00 | 2024-10-27T04:09:18 | null | https://github.com/huggingface/datasets/issues/5914 | ravenouse | 2 | [] |
5,913 | I tried to load a custom dataset using the following statement: dataset = load_dataset('json', data_files=data_files). The dataset contains 50 million text-image pairs, but an error occurred. | ### Describe the bug
File "/home/kas/.conda/envs/diffusers/lib/python3.7/site-packages/datasets/builder.py", line 1858, in _prepare_split_single
Downloading and preparing dataset json/default to /home/kas/diffusers/examples/dreambooth/cache_data/datasets/json/default-acf423d8c6ef99d0/0.0.0/e347ab1c932092252e717ff3f94... | CLOSED | 2023-05-30T02:55:26 | 2023-07-24T12:00:38 | 2023-07-24T12:00:38 | https://github.com/huggingface/datasets/issues/5913 | cjt222 | 2 | [] |
5,912 | Missing elements in `map` a batched dataset | ### Describe the bug
As outlined [here](https://discuss.huggingface.co/t/length-error-using-map-with-datasets/40969/3?u=sachin), the following collate function drops 5 out of possible 6 elements in the batch (it is 6 because out of the eight, two are bad links in laion). A reproducible [kaggle kernel ](https://www.kag... | CLOSED | 2023-05-29T08:09:19 | 2023-07-26T15:48:15 | 2023-07-26T15:48:15 | https://github.com/huggingface/datasets/issues/5912 | sachinruk | 1 | [] |
5,910 | Cannot use both set_format and set_transform | ### Describe the bug
I need to process some data using the set_transform method but I also need the data to be formatted for pytorch before processing it.
I don't see anywhere in the documentation something that says that both methods cannot be used at the same time.
### Steps to reproduce the bug
```
from... | CLOSED | 2023-05-27T19:22:23 | 2023-07-09T21:40:54 | 2023-06-16T14:41:24 | https://github.com/huggingface/datasets/issues/5910 | ybouane | 5 | [] |
5,908 | Unbearably slow sorting on big mapped datasets | ### Describe the bug
For me, with ~40k lines, sorting took 3.5 seconds on a flattened dataset (including the flatten operation) and 22.7 seconds on a mapped dataset (right after sharding), which is about x5 slowdown. Moreover, it seems like it slows down exponentially with bigger datasets (wasn't able to sort 700k lin... | OPEN | 2023-05-27T11:08:32 | 2023-06-13T17:45:10 | null | https://github.com/huggingface/datasets/issues/5908 | maximxlss | 6 | [] |
5,906 | Could you unpin responses version? | ### Describe the bug
Could you unpin [this](https://github.com/huggingface/datasets/blob/main/setup.py#L139) or move it to test requirements? This is a testing library and we also use it for our tests as well. We do not want to use a very outdated version.
### Steps to reproduce the bug
could not install this librar... | CLOSED | 2023-05-26T20:02:14 | 2023-05-30T17:53:31 | 2023-05-30T17:53:31 | https://github.com/huggingface/datasets/issues/5906 | kenimou | 0 | [] |
5,905 | Offer an alternative to Iterable Dataset that allows lazy loading and processing while skipping batches efficiently | ### Feature request
I would like a way to resume training from a checkpoint without waiting for a very long time when using an iterable dataset.
### Motivation
I am training models on the speech-recognition task. I have very large datasets that I can't comfortably store on a disk and also quite computationally... | OPEN | 2023-05-26T12:33:02 | 2023-06-15T13:34:18 | null | https://github.com/huggingface/datasets/issues/5905 | bruno-hays | 1 | [
"enhancement"
] |
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