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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ### 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... | 2024-02-07T22:22:35Z | https://github.com/huggingface/datasets/issues/6007 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### 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): ... | 2023-07-05T06:31:02Z | https://github.com/huggingface/datasets/issues/6006 | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | `hfh` and `transformers` have dropped Python 3.7 support, so we should do the same :).
(Based on the stats, it seems less than 10% of the users use `datasets` with Python 3.7) | 2023-07-06T15:32:41Z | https://github.com/huggingface/datasets/pull/6005 | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Contains the following improvements:
* fixes a "share dataset" link in README and modifies the "hosting" part in the disclaimer section
* updates `Makefile` to also run the style checks on `utils` and `setup.py`
* deletes a test for GH-hosted datasets (no longer supported)
* deletes `convert_dataset.sh` (outdated... | 2023-07-06T17:04:11Z | https://github.com/huggingface/datasets/pull/6004 | {
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"",
""
] | https://api.github.com/repos/huggingface/datasets | NONE | ### 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
... | 2023-07-03T17:15:31Z | https://github.com/huggingface/datasets/issues/6003 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ## Metrics for KLUE-MRC (Korean Language Understanding Evaluation — Machine Reading Comprehension)
Adding metrics for [KLUE-MRC](https://huggingface.co/datasets/klue).
KLUE-MRC is very similar to SQuAD 2.0 but has a slightly different format which is why I added metrics for KLUE-MRC.
Specifically, in the case of... | 2023-07-09T11:57:20Z | https://github.com/huggingface/datasets/pull/6002 | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Fix #5998 | 2023-06-30T14:18:32Z | https://github.com/huggingface/datasets/pull/6001 | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | `joblibspark` doesn't support the latest `joblib` release.
See https://github.com/huggingface/datasets/actions/runs/5401870932/jobs/9812337078 for the errors | 2023-06-30T13:17:05Z | https://github.com/huggingface/datasets/pull/6000 | {
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"",
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### 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... | 2023-06-30T05:57:23Z | https://github.com/huggingface/datasets/issues/5999 | {
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"",
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### 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 ... | 2023-06-30T14:21:03Z | https://github.com/huggingface/datasets/issues/5998 | {
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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... | 2023-07-03T17:58:52Z | https://github.com/huggingface/datasets/issues/5997 | {
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(Plus, raise an error in the non-batched mode if a returned PyArrow table/Pandas DataFrame has more than one row)
| 2023-06-28T13:56:02Z | https://github.com/huggingface/datasets/pull/5995 | {
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I also fixed the same issue for `dataset.flatten()`
Close https://github.com/huggingface/datasets/issues/5993 | 2023-06-27T15:40:47Z | https://github.com/huggingface/datasets/pull/5994 | {
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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... | 2023-06-27T15:36:42Z | https://github.com/huggingface/datasets/issues/5993 | {
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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... | 2023-06-26T10:33:42Z | https://github.com/huggingface/datasets/issues/5991 | {
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https://github.com/huggingface/datasets-server/issues/853
| 2023-07-19T14:22:54Z | https://github.com/huggingface/datasets/issues/5989 | {
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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... | 2023-07-07T13:20:57Z | https://github.com/huggingface/datasets/issues/5988 | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ### 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... | 2023-06-29T16:06:08Z | https://github.com/huggingface/datasets/issues/5987 | {
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"gists_url"... | Cannot reuse tokenizer object for dataset map | https://api.github.com/repos/huggingface/datasets/issues/5985/events | null | https://api.github.com/repos/huggingface/datasets/issues/5985/labels{/name} | 2023-06-23T14:45:31Z | null | false | null | null | 1,771,588,158 | [
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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... | 2023-07-21T14:09:14Z | https://github.com/huggingface/datasets/issues/5985 | {
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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... | 2023-12-08T09:04:04Z | https://github.com/huggingface/datasets/issues/5984 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### 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
#... | 2023-06-26T15:45:03Z | https://github.com/huggingface/datasets/issues/5982 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### 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... | 2023-10-30T06:17:40Z | https://github.com/huggingface/datasets/issues/5981 | {
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https://api.github.com/repos/huggingface/datasets/issues/5980/comments | https://api.github.com/repos/huggingface/datasets/issues/5980/timeline | 2023-06-26T14:42:45Z | null | completed | I_kwDODunzps5pg_Zl | closed | [] | null | 5,980 | {
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"gists... | Viewing dataset card returns “502 Bad Gateway” | https://api.github.com/repos/huggingface/datasets/issues/5980/events | null | https://api.github.com/repos/huggingface/datasets/issues/5980/labels{/name} | 2023-06-22T19:14:48Z | null | false | null | null | 1,770,255,973 | [] | https://api.github.com/repos/huggingface/datasets/issues/5980 | [
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] | https://api.github.com/repos/huggingface/datasets | NONE | 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 ... | 2023-06-27T08:38:19Z | https://github.com/huggingface/datasets/issues/5980 | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | I've been using Dataset.map() with `num_proc=os.cpu_count()` to leverage multicore processing for my datasets, but from time to time I get stuck processes waiting forever. Apparently, when one of the subprocesses is abruptly killed (OOM killer, segfault, SIGKILL, etc), the main process keeps waiting for the async task ... | 2023-07-10T09:58:39Z | https://github.com/huggingface/datasets/pull/5976 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### 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... | 2023-06-30T05:55:39Z | https://github.com/huggingface/datasets/issues/5975 | {
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] | https://api.github.com/repos/huggingface/datasets | MEMBER | I used a regex to filter the data files based on their extension for packaged builders.
I tried and a regex is 10x faster that using `in` to check if the extension is in the list of supported extensions.
Supersedes https://github.com/huggingface/datasets/pull/5850
Close https://github.com/huggingface/datasets/... | 2023-06-22T14:23:29Z | https://github.com/huggingface/datasets/pull/5972 | {
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It's the simplest way to create a dataset and should be easier to find, particularly on the docs' first pages. | 2023-07-05T06:51:38Z | https://github.com/huggingface/datasets/issues/5971 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### 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... | 2023-06-22T14:23:56Z | https://github.com/huggingface/datasets/issues/5970 | {
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`pd.read_json` also has these parameters, so it makes sense to be consistent. | 2023-06-21T13:39:50Z | https://github.com/huggingface/datasets/pull/5969 | {
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"following_url": "https://api.github.com/users/patrickvonplaten/following{/other_use... | Common Voice datasets still need `use_auth_token=True` | https://api.github.com/repos/huggingface/datasets/issues/5968/events | null | https://api.github.com/repos/huggingface/datasets/issues/5968/labels{/name} | 2023-06-20T11:58:37Z | null | false | null | null | 1,765,252,561 | [] | https://api.github.com/repos/huggingface/datasets/issues/5968 | [
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ### 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... | 2023-07-29T16:08:59Z | https://github.com/huggingface/datasets/issues/5968 | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ### 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... | 2023-06-28T08:55:25Z | https://github.com/huggingface/datasets/issues/5967 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### 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... | 2023-07-26T15:13:53Z | https://github.com/huggingface/datasets/issues/5965 | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Fix #5925
Plus, deprecate `list_datasets`/`inspect_dataset` in favor of `huggingface_hub.list_datasets`/"git clone workflow" (downloads data files) | 2023-06-19T17:29:37Z | https://github.com/huggingface/datasets/pull/5964 | {
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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="... | 2023-07-24T11:55:46Z | https://github.com/huggingface/datasets/issues/5963 | {
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https://api.github.com/repos/huggingface/datasets/issues/5962/comments | https://api.github.com/repos/huggingface/datasets/issues/5962/timeline | null | null | null | I_kwDODunzps5o_7p6 | open | [] | null | 5,962 | {
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"gists_url": "https:... | Issue with train_test_split maintaining the same underlying PyArrow Table | https://api.github.com/repos/huggingface/datasets/issues/5962/events | null | https://api.github.com/repos/huggingface/datasets/issues/5962/labels{/name} | 2023-06-17T02:19:58Z | null | false | null | null | 1,761,589,882 | [] | https://api.github.com/repos/huggingface/datasets/issues/5962 | [
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### 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
... | 2023-06-17T02:19:58Z | https://github.com/huggingface/datasets/issues/5962 | {
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https://api.github.com/repos/huggingface/datasets/issues/5961/comments | https://api.github.com/repos/huggingface/datasets/issues/5961/timeline | null | null | null | I_kwDODunzps5o0Pa3 | open | [] | null | 5,961 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | 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 ... | 2023-09-01T10:35:11Z | https://github.com/huggingface/datasets/issues/5961 | {
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https://api.github.com/repos/huggingface/datasets/issues/5959/comments | https://api.github.com/repos/huggingface/datasets/issues/5959/timeline | 2023-06-14T18:04:16Z | null | completed | I_kwDODunzps5ov8ID | closed | [] | null | 5,959 | {
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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'... | 2023-06-14T18:04:16Z | https://github.com/huggingface/datasets/issues/5959 | {
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I also fixed a warning message by not using format_type= in with_format() | 2023-06-14T14:43:12Z | https://github.com/huggingface/datasets/pull/5956 | {
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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... | 2023-06-21T14:42:15Z | https://github.com/huggingface/datasets/issues/5955 | {
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<img width="1292" alt="image" src="https://github.com/huggingface/datasets/assets/42851186/270fe5bc-1739-4878-b7bc-ab6d35336d4d">
| 2023-06-14T12:33:27Z | https://github.com/huggingface/datasets/pull/5954 | {
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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... | 2023-06-14T16:36:51Z | https://github.com/huggingface/datasets/issues/5953 | {
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**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... | 2023-06-14T13:25:06Z | https://github.com/huggingface/datasets/issues/5951 | {
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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... | 2023-06-14T12:13:38Z | https://github.com/huggingface/datasets/issues/5950 | {
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After removing these modules, we can also delete `datasets.utils.resources` since the moon landing repo now stores its own version of these resources f... | 2023-06-27T16:47:51Z | https://github.com/huggingface/datasets/pull/5949 | {
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Also, a related fix to #5927 | 2023-06-14T15:11:55Z | https://github.com/huggingface/datasets/pull/5948 | {
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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... | 2023-06-14T12:45:01Z | https://github.com/huggingface/datasets/issues/5947 | {
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in <cell line: 1>:1 │
│ │
│ /usr/local/lib/python3.10/dist-packages/transformers/trainer.py:1537 in train ... | 2023-07-14T12:04:48Z | https://github.com/huggingface/datasets/issues/5946 | {
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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... | 2023-07-24T11:56:40Z | https://github.com/huggingface/datasets/issues/5945 | {
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It's related to https://github.com/huggingface/datasets/issues/3035 | 2023-06-13T17:36:02Z | https://github.com/huggingface/datasets/pull/5944 | {
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Following this <https://discuss.huggingface.co/t/how-to-preprocess-a-wikipedia-dataset-using-dataflowrunner/41991/3>, here is a simple PR to pass any additional args to datasets-cli as kwargs in the DatasetBuilder in `run_beam.py`.
I also took the liberty to add missing setup steps to the `beam.mdx` docs in o... | 2023-06-30T09:15:00Z | https://github.com/huggingface/datasets/pull/5942 | {
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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... | 2023-08-15T02:52:22Z | https://github.com/huggingface/datasets/issues/5941 | {
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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... | 2024-01-31T00:51:56Z | https://github.com/huggingface/datasets/issues/5990 | {
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This PR stops using `tempfile` to generate the temporary filename.
Additionally, the behavior now is aligned for both `resume_download` `True` and `False`.
Refactor temp_file_manager so that i... | 2023-06-14T13:35:38Z | https://github.com/huggingface/datasets/pull/5938 | {
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] | https://api.github.com/repos/huggingface/datasets | MEMBER | ### 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
... | 2023-06-14T15:03:34Z | https://github.com/huggingface/datasets/issues/5936 | {
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This is especially useful for `push_to_hub` and will provide a better experience with the dataset viewer on HF | 2023-06-09T17:47:37Z | https://github.com/huggingface/datasets/pull/5935 | {
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I've realized that the error was overlooked during testing due to the presence of only one None value in the sequence.
Unfortunately, it was the only case where the function works as expected. When the sequence contained more than one None value, the function failed. Consequently, I've updated the tests... | 2023-06-09T13:49:41Z | https://github.com/huggingface/datasets/pull/5933 | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ### 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... | 2023-06-21T16:15:40Z | https://github.com/huggingface/datasets/issues/5931 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### 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... | 2023-06-15T14:49:21Z | https://github.com/huggingface/datasets/issues/5930 | {
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https://api.github.com/repos/huggingface/datasets/issues/5929/comments | https://api.github.com/repos/huggingface/datasets/issues/5929/timeline | 2023-06-16T13:09:12Z | null | completed | I_kwDODunzps5n-qD4 | closed | [] | null | 5,929 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### 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... | 2023-06-16T13:09:12Z | https://github.com/huggingface/datasets/issues/5929 | {
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"gists_url"... | Fix link to quickstart docs in README.md | https://api.github.com/repos/huggingface/datasets/issues/5928/events | null | https://api.github.com/repos/huggingface/datasets/issues/5928/labels{/name} | 2023-06-06T15:23:01Z | null | false | null | {
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https://api.github.com/repos/huggingface/datasets/issues/5927/comments | https://api.github.com/repos/huggingface/datasets/issues/5927/timeline | 2023-06-09T13:23:50Z | null | completed | I_kwDODunzps5n83dI | closed | [] | null | 5,927 | {
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"gists_u... | `IndexError` when indexing `Sequence` of `Array2D` with `None` values | https://api.github.com/repos/huggingface/datasets/issues/5927/events | null | https://api.github.com/repos/huggingface/datasets/issues/5927/labels{/name} | 2023-06-06T14:36:22Z | null | false | null | null | 1,744,009,032 | [] | https://api.github.com/repos/huggingface/datasets/issues/5927 | [
"",
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] | https://api.github.com/repos/huggingface/datasets | MEMBER | ### 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 =... | 2023-06-13T12:39:39Z | https://github.com/huggingface/datasets/issues/5927 | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ### 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... | 2023-06-07T07:53:16Z | https://github.com/huggingface/datasets/issues/5926 | {
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"",
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### 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... | 2023-06-19T17:22:43Z | https://github.com/huggingface/datasets/issues/5925 | {
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https://api.github.com/repos/huggingface/datasets/issues/5923/comments | https://api.github.com/repos/huggingface/datasets/issues/5923/timeline | 2024-02-25T16:38:03Z | null | completed | I_kwDODunzps5njyxD | closed | [] | null | 5,923 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### 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>... | 2024-02-25T16:38:03Z | https://github.com/huggingface/datasets/issues/5923 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### 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... | 2023-06-02T16:13:31Z | https://github.com/huggingface/datasets/issues/5922 | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | to solve the issue in #5880
1. add s3 support in the link check step, previous we only check `http` and `https`,
2. change the parameter of `use_auth_token` to `download_config` to support both `storage_options` and `use_auth_token` parameter when trying to handle(list, open, read, etc,.) the remote files.
3... | 2023-07-18T06:14:32Z | https://github.com/huggingface/datasets/pull/5919 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### 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... | 2023-06-11T06:02:25Z | https://github.com/huggingface/datasets/issues/5918 | {
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] | https://api.github.com/repos/huggingface/datasets | MEMBER | Related to:
- #5850 | 2023-05-31T13:34:35Z | https://github.com/huggingface/datasets/pull/5917 | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Fix #5906 | 2023-05-30T18:03:10Z | https://github.com/huggingface/datasets/pull/5916 | {
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"gists_url"... | Raise error in `DatasetBuilder.as_dataset` when `file_format` is not `"arrow"` | https://api.github.com/repos/huggingface/datasets/issues/5915/events | null | https://api.github.com/repos/huggingface/datasets/issues/5915/labels{/name} | 2023-05-30T14:27:55Z | null | false | null | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Raise an error in `DatasetBuilder.as_dataset` when `file_format != "arrow"` (and fix the docstring)
Fix #5874 | 2023-05-31T13:31:21Z | https://github.com/huggingface/datasets/pull/5915 | {
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"",
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### 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... | 2023-05-30T04:25:00Z | https://github.com/huggingface/datasets/issues/5914 | {
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"gists_url": "https://a... | 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. | https://api.github.com/repos/huggingface/datasets/issues/5913/events | null | https://api.github.com/repos/huggingface/datasets/issues/5913/labels{/name} | 2023-05-30T02:55:26Z | null | false | null | null | 1,731,427,484 | [] | https://api.github.com/repos/huggingface/datasets/issues/5913 | [
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### 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... | 2023-07-24T12:00:38Z | https://github.com/huggingface/datasets/issues/5913 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### 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... | 2023-07-26T15:48:15Z | https://github.com/huggingface/datasets/issues/5912 | {
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https://api.github.com/repos/huggingface/datasets/issues/5910/comments | https://api.github.com/repos/huggingface/datasets/issues/5910/timeline | 2023-06-16T14:41:24Z | null | completed | I_kwDODunzps5nDRHe | closed | [] | null | 5,910 | {
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"gists_url": "https:... | Cannot use both set_format and set_transform | https://api.github.com/repos/huggingface/datasets/issues/5910/events | null | https://api.github.com/repos/huggingface/datasets/issues/5910/labels{/name} | 2023-05-27T19:22:23Z | null | false | null | null | 1,728,909,790 | [] | https://api.github.com/repos/huggingface/datasets/issues/5910 | [
"",
""
] | https://api.github.com/repos/huggingface/datasets | NONE | ### 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... | 2023-07-09T21:40:54Z | https://github.com/huggingface/datasets/issues/5910 | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Using `*` is ~2X faster according to [benchmark](https://colab.research.google.com/gist/ttsugriy/c964a2604edf70c41911b10335729b6a/for-vs-mult.ipynb) with just 4 patterns. This doesn't matter much since this tiny difference is not going to be noticeable, but why not? | 2023-05-31T15:37:11Z | https://github.com/huggingface/datasets/pull/5909 | {
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https://api.github.com/repos/huggingface/datasets/issues/5908/comments | https://api.github.com/repos/huggingface/datasets/issues/5908/timeline | null | null | null | I_kwDODunzps5nCSpv | open | [] | null | 5,908 | {
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"gists_url": "... | Unbearably slow sorting on big mapped datasets | https://api.github.com/repos/huggingface/datasets/issues/5908/events | null | https://api.github.com/repos/huggingface/datasets/issues/5908/labels{/name} | 2023-05-27T11:08:32Z | null | false | null | null | 1,728,653,935 | [] | https://api.github.com/repos/huggingface/datasets/issues/5908 | [
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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... | 2023-06-13T17:45:10Z | https://github.com/huggingface/datasets/issues/5908 | {
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https://api.github.com/repos/huggingface/datasets/issues/5906/comments | https://api.github.com/repos/huggingface/datasets/issues/5906/timeline | 2023-05-30T17:53:31Z | null | completed | I_kwDODunzps5nAcxp | closed | [] | null | 5,906 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ### 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... | 2023-05-30T17:53:31Z | https://github.com/huggingface/datasets/issues/5906 | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ### 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... | 2023-06-15T13:34:18Z | https://github.com/huggingface/datasets/issues/5905 | {
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This way users get more informative error messages, instead of:
```stacktrace
.../huggingface/datasets/src/datasets/arrow_reader.py in make_file_instructions(name, split_infos, instruction, filetype_suffix, prefix_path)
110 name2len = {info.name: info... | 2023-05-31T07:43:32Z | https://github.com/huggingface/datasets/pull/5904 | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ## What's in this PR?
As of a previous PR at #5902, I've seen that the CI was automatically trigger on any file, in that case when modifying a Jupyter Notebook (.ipynb), which IMO could be skipped, as the modification on the Jupyter Notebook has no effect/impact on the `ci.yml` outcome. So this PR controls the paths... | 2023-09-07T15:52:36Z | https://github.com/huggingface/datasets/pull/5903 | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ## What's in this PR?
This PR solves #5887 since there was a mismatch between the tokenizer and the model used, since the tokenizer was `bert-base-cased` while the model was `distilbert-base-case` both for the PyTorch and TensorFlow alternatives. Since DistilBERT doesn't use/need the `token_type_ids`, the `**batch` ... | 2023-07-25T13:50:06Z | https://github.com/huggingface/datasets/pull/5902 | {
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