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2020-04-14 10:18:02
2025-10-05 06:37:50
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2020-04-27 16:04:17
2025-10-05 10:32:43
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2020-04-14 12:01:40
2025-10-01 13:56:03
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700,235,308
623
Custom feature types in `load_dataset` from CSV
closed
[]
2020-09-12T13:21:34
2020-09-30T19:51:43
2020-09-30T08:39:54
I am trying to load a local file with the `load_dataset` function and I want to predefine the feature types with the `features` argument. However, the types are always the same independent of the value of `features`. I am working with the local files from the emotion dataset. To get the data you can use the followi...
lvwerra
https://github.com/huggingface/datasets/issues/623
null
false
700,225,826
622
load_dataset for text files not working
closed
[]
2020-09-12T12:49:28
2020-10-28T11:07:31
2020-10-28T11:07:30
Trying the following snippet, I get different problems on Linux and Windows. ```python dataset = load_dataset("text", data_files="data.txt") # or dataset = load_dataset("text", data_files=["data.txt"]) ``` (ps [This example](https://huggingface.co/docs/datasets/loading_datasets.html#json-files) shows that ...
BramVanroy
https://github.com/huggingface/datasets/issues/622
null
false
700,171,097
621
[docs] Index: The native emoji looks kinda ugly in large size
closed
[]
2020-09-12T09:48:40
2020-09-15T06:20:03
2020-09-15T06:20:02
julien-c
https://github.com/huggingface/datasets/pull/621
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true
699,815,135
620
map/filter multiprocessing raises errors and corrupts datasets
closed
[]
2020-09-11T22:30:06
2020-10-08T16:31:47
2020-10-08T16:31:46
After upgrading to the 1.0 started seeing errors in my data loading script after enabling multiprocessing. ```python ... ner_ds_dict = ner_ds.train_test_split(test_size=test_pct, shuffle=True, seed=seed) ner_ds_dict["validation"] = ner_ds_dict["test"] rel_ds_dict = rel_ds.train_test_split(test_si...
timothyjlaurent
https://github.com/huggingface/datasets/issues/620
null
false
699,733,612
619
Mistakes in MLQA features names
closed
[]
2020-09-11T20:46:23
2020-09-16T06:59:19
2020-09-16T06:59:19
I think the following features in MLQA shouldn't be named the way they are: 1. `questions` (should be `question`) 2. `ids` (should be `id`) 3. `start` (should be `answer_start`) The reasons I'm suggesting these features be renamed are: * To make them consistent with other QA datasets like SQuAD, XQuAD, TyDiQA et...
M-Salti
https://github.com/huggingface/datasets/issues/619
null
false
699,684,831
618
sync logging utils with transformers
closed
[]
2020-09-11T19:46:13
2020-09-17T15:40:59
2020-09-17T09:53:47
sync the docs/code with the recent changes in transformers' `logging` utils: 1. change the default level to `WARNING` 2. add `DATASETS_VERBOSITY` env var 3. expand docs
stas00
https://github.com/huggingface/datasets/pull/618
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true
699,472,596
617
Compare different Rouge implementations
closed
[]
2020-09-11T15:49:32
2023-03-22T12:08:44
2020-10-02T09:52:18
I used RougeL implementation provided in `datasets` [here](https://github.com/huggingface/datasets/blob/master/metrics/rouge/rouge.py) and it gives numbers that match those reported in the pegasus paper but very different from those reported in other papers, [this](https://arxiv.org/pdf/1909.03186.pdf) for example. Ca...
ibeltagy
https://github.com/huggingface/datasets/issues/617
null
false
699,462,293
616
UserWarning: The given NumPy array is not writeable, and PyTorch does not support non-writeable tensors
open
[]
2020-09-11T15:39:16
2021-07-22T21:12:21
null
I am trying out the library and want to load in pickled data with `from_dict`. In that dict, one column `text` should be tokenized and the other (an embedding vector) should be retained. All other columns should be removed. When I eventually try to set the format for the columns with `set_format` I am getting this stra...
BramVanroy
https://github.com/huggingface/datasets/issues/616
null
false
699,410,773
615
Offset overflow when slicing a big dataset with an array of indices in Pyarrow >= 1.0.0
closed
[]
2020-09-11T14:50:38
2024-05-02T06:53:15
2020-09-19T16:46:31
How to reproduce: ```python from datasets import load_dataset wiki = load_dataset("wikipedia", "20200501.en", split="train") wiki[[0]] --------------------------------------------------------------------------- ArrowInvalid Traceback (most recent call last) <ipython-input-13-38...
lhoestq
https://github.com/huggingface/datasets/issues/615
null
false
699,177,110
614
[doc] Update deploy.sh
closed
[]
2020-09-11T11:06:13
2020-09-14T08:49:19
2020-09-14T08:49:17
thomwolf
https://github.com/huggingface/datasets/pull/614
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true
699,117,070
613
Add CoNLL-2003 shared task dataset
closed
[]
2020-09-11T10:02:30
2020-10-05T10:43:05
2020-09-17T10:36:38
Please consider adding CoNLL-2003 shared task dataset as it's beneficial for token classification tasks. The motivation behind this PR is the [PR](https://github.com/huggingface/transformers/pull/7041) in the transformers project. This dataset would be not only useful for the usual run-of-the-mill NER tasks but also fo...
vblagoje
https://github.com/huggingface/datasets/pull/613
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true
699,008,644
612
add multi-proc to dataset dict
closed
[]
2020-09-11T08:18:13
2020-09-11T10:20:13
2020-09-11T10:20:11
Add multi-proc to `DatasetDict`
thomwolf
https://github.com/huggingface/datasets/pull/612
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true
698,863,988
611
ArrowCapacityError: List array cannot contain more than 2147483646 child elements, have 2147483648
closed
[]
2020-09-11T05:29:12
2022-06-01T15:11:43
2022-06-01T15:11:43
Hi, I'm trying to load a dataset from Dataframe, but I get the error: ```bash --------------------------------------------------------------------------- ArrowCapacityError Traceback (most recent call last) <ipython-input-7-146b6b495963> in <module> ----> 1 dataset = Dataset.from_pandas(emb)...
sangyx
https://github.com/huggingface/datasets/issues/611
null
false
698,349,388
610
Load text file for RoBERTa pre-training.
closed
[]
2020-09-10T18:41:38
2022-11-22T13:51:24
2022-11-22T13:51:23
I migrate my question from https://github.com/huggingface/transformers/pull/4009#issuecomment-690039444 I tried to train a Roberta from scratch using transformers. But I got OOM issues with loading a large text file. According to the suggestion from @thomwolf , I tried to implement `datasets` to load my text file....
chiyuzhang94
https://github.com/huggingface/datasets/issues/610
null
false
698,323,989
609
Update GLUE URLs (now hosted on FB)
closed
[]
2020-09-10T18:16:32
2020-09-14T19:06:02
2020-09-14T19:06:01
NYU is switching dataset hosting from Google to FB. This PR closes https://github.com/huggingface/datasets/issues/608 and is necessary for https://github.com/jiant-dev/jiant/issues/161. This PR updates the data URLs based on changes made in https://github.com/nyu-mll/jiant/pull/1112.
jeswan
https://github.com/huggingface/datasets/pull/609
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true
698,291,156
608
Don't use the old NYU GLUE dataset URLs
closed
[]
2020-09-10T17:47:02
2020-09-16T06:53:18
2020-09-16T06:53:18
NYU is switching dataset hosting from Google to FB. Initial changes to `datasets` are in https://github.com/jeswan/nlp/commit/b7d4a071d432592ded971e30ef73330529de25ce. What tests do you suggest I run before opening a PR? See: https://github.com/jiant-dev/jiant/issues/161 and https://github.com/nyu-mll/jiant/pull/111...
jeswan
https://github.com/huggingface/datasets/issues/608
null
false
698,094,442
607
Add transmit_format wrapper and tests
closed
[]
2020-09-10T15:03:50
2020-09-10T15:21:48
2020-09-10T15:21:47
Same as #605 but using a decorator on-top of dataset transforms that are not in place
lhoestq
https://github.com/huggingface/datasets/pull/607
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true
698,050,442
606
Quick fix :)
closed
[]
2020-09-10T14:32:06
2020-09-10T16:18:32
2020-09-10T16:18:30
`nlp` => `datasets`
thomwolf
https://github.com/huggingface/datasets/pull/606
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true
697,887,401
605
[Datasets] Transmit format to children
closed
[]
2020-09-10T12:30:18
2023-09-24T09:49:47
2020-09-10T16:15:21
Transmit format to children obtained when processing a dataset. Added a test. When concatenating datasets, if the formats are disparate, the concatenated dataset has a format reset to defaults.
thomwolf
https://github.com/huggingface/datasets/pull/605
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true
697,774,581
604
Update bucket prefix
closed
[]
2020-09-10T11:01:13
2020-09-10T12:45:33
2020-09-10T12:45:32
cc @julien-c
lhoestq
https://github.com/huggingface/datasets/pull/604
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true
697,758,750
603
Set scripts version to master
closed
[]
2020-09-10T10:47:44
2020-09-10T11:02:05
2020-09-10T11:02:04
By default the scripts version is master, so that if the library is installed with ``` pip install git+http://github.com/huggingface/nlp.git ``` or ``` git clone http://github.com/huggingface/nlp.git pip install -e ./nlp ``` will use the latest scripts, and not the ones from the previous version.
lhoestq
https://github.com/huggingface/datasets/pull/603
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true
697,636,605
602
apply offset to indices in multiprocessed map
closed
[]
2020-09-10T08:54:30
2020-09-10T11:03:39
2020-09-10T11:03:37
Fix #597 I fixed the indices by applying an offset. I added the case to our tests to make sure it doesn't happen again. I also added the message proposed by @thomwolf in #597 ```python >>> d.select(range(10)).map(fn, with_indices=True, batched=True, num_proc=2, load_from_cache_file=False) Done writing 10 ...
lhoestq
https://github.com/huggingface/datasets/pull/602
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true
697,574,848
601
check if trasnformers has PreTrainedTokenizerBase
closed
[]
2020-09-10T07:54:56
2020-09-10T11:01:37
2020-09-10T11:01:36
Fix #598
lhoestq
https://github.com/huggingface/datasets/pull/601
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true
697,496,913
600
Pickling error when loading dataset
closed
[]
2020-09-10T06:28:08
2020-09-25T14:31:54
2020-09-25T14:31:54
Hi, I modified line 136 in the original [run_language_modeling.py](https://github.com/huggingface/transformers/blob/master/examples/language-modeling/run_language_modeling.py) as: ``` # line 136: return LineByLineTextDataset(tokenizer=tokenizer, file_path=file_path, block_size=args.block_size) dataset = load_da...
kandorm
https://github.com/huggingface/datasets/issues/600
null
false
697,377,786
599
Add MATINF dataset
closed
[]
2020-09-10T03:31:09
2023-09-24T09:50:08
2020-09-17T12:17:25
@lhoestq The command to create metadata failed. I guess it's because the zip is not downloaded from a remote address? How to solve that? Also the CI fails and I don't know how to fix that :(
JetRunner
https://github.com/huggingface/datasets/pull/599
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true
697,156,501
598
The current version of the package on github has an error when loading dataset
closed
[]
2020-09-09T21:03:23
2020-09-10T06:25:21
2020-09-09T22:57:28
Instead of downloading the package from pip, downloading the version from source will result in an error when loading dataset (the pip version is completely fine): To recreate the error: First, installing nlp directly from source: ``` git clone https://github.com/huggingface/nlp.git cd nlp pip install -e . ``...
zeyuyun1
https://github.com/huggingface/datasets/issues/598
null
false
697,112,029
597
Indices incorrect with multiprocessing
closed
[]
2020-09-09T19:50:56
2020-09-10T11:03:37
2020-09-10T11:03:37
When `num_proc` > 1, the indices argument passed to the map function is incorrect: ```python d = load_dataset('imdb', split='test[:1%]') def fn(x, inds): print(inds) return x d.select(range(10)).map(fn, with_indices=True, batched=True) # [0, 1] # [0, 1, 2, 3, 4, 5, 6, 7, 8, 9] d.select(range(10...
joeddav
https://github.com/huggingface/datasets/issues/597
null
false
696,928,139
596
[style/quality] Moving to isort 5.0.0 + style/quality on datasets and metrics
closed
[]
2020-09-09T15:47:21
2020-09-10T10:05:04
2020-09-10T10:05:03
Move the repo to isort 5.0.0. Also start testing style/quality on datasets and metrics. Specific rule: we allow F401 (unused imports) in metrics to be able to add imports to detect early on missing dependencies. Maybe we could add this in datasets but while cleaning this I've seen many example of really unused i...
thomwolf
https://github.com/huggingface/datasets/pull/596
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true
696,892,304
595
`Dataset`/`DatasetDict` has no attribute 'save_to_disk'
closed
[]
2020-09-09T15:01:52
2020-09-09T16:20:19
2020-09-09T16:20:18
Hi, As the title indicates, both `Dataset` and `DatasetDict` classes don't seem to have the `save_to_disk` method. While the file [`arrow_dataset.py`](https://github.com/huggingface/nlp/blob/34bf0b03bfe03e7f77b8fec1cd48f5452c4fc7c1/src/nlp/arrow_dataset.py) in the repo here has the method, the file `arrow_dataset.p...
sudarshan85
https://github.com/huggingface/datasets/issues/595
null
false
696,816,893
594
Fix germeval url
closed
[]
2020-09-09T13:29:35
2020-09-09T13:34:35
2020-09-09T13:34:34
Continuation of #593 but without the dummy data hack
lhoestq
https://github.com/huggingface/datasets/pull/594
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true
696,679,182
593
GermEval 2014: new download urls
closed
[]
2020-09-09T10:07:29
2020-09-09T14:16:54
2020-09-09T13:35:15
Hi, unfortunately, the download links for the GermEval 2014 dataset have changed: they're now located on a Google Drive. I changed the URLs and bump version from 1.0.0 to 2.0.0.
stefan-it
https://github.com/huggingface/datasets/pull/593
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true
696,619,986
592
Test in memory and on disk
closed
[]
2020-09-09T08:59:30
2020-09-09T13:50:04
2020-09-09T13:50:03
I added test parameters to do every test both in memory and on disk. I also found a bug in concatenate_dataset thanks to the new tests and fixed it.
lhoestq
https://github.com/huggingface/datasets/pull/592
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true
696,530,413
591
fix #589 (backward compat)
closed
[]
2020-09-09T07:33:13
2020-09-09T08:57:56
2020-09-09T08:57:55
Fix #589
thomwolf
https://github.com/huggingface/datasets/pull/591
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true
696,501,827
590
The process cannot access the file because it is being used by another process (windows)
closed
[]
2020-09-09T07:01:36
2020-09-25T14:02:28
2020-09-25T14:02:28
Hi, I consistently get the following error when developing in my PC (windows 10): ``` train_dataset = train_dataset.map(convert_to_features, batched=True) File "C:\Users\saareliad\AppData\Local\Continuum\miniconda3\envs\py38\lib\site-packages\nlp\arrow_dataset.py", line 970, in map shutil.move(tmp_file....
saareliad
https://github.com/huggingface/datasets/issues/590
null
false
696,488,447
589
Cannot use nlp.load_dataset text, AttributeError: module 'nlp.utils' has no attribute 'logging'
closed
[]
2020-09-09T06:46:53
2020-09-09T08:57:54
2020-09-09T08:57:54
``` Traceback (most recent call last): File "<stdin>", line 1, in <module> File "/root/anaconda3/envs/pytorch/lib/python3.7/site-packages/nlp/load.py", line 533, in load_dataset builder_cls = import_main_class(module_path, dataset=True) File "/root/anaconda3/envs/pytorch/lib/python3.7/site-packages/nlp...
ksjae
https://github.com/huggingface/datasets/issues/589
null
false
695,249,809
588
Support pathlike obj in load dataset
closed
[]
2020-09-07T16:13:21
2020-09-08T07:45:19
2020-09-08T07:45:18
Fix #582 (I recreated the PR, I got an issue with git)
lhoestq
https://github.com/huggingface/datasets/pull/588
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true
695,246,018
587
Support pathlike obj in load dataset
closed
[]
2020-09-07T16:09:16
2020-09-07T16:10:35
2020-09-07T16:10:35
Fix #582
lhoestq
https://github.com/huggingface/datasets/pull/587
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true
695,237,999
586
Better message when data files is empty
closed
[]
2020-09-07T15:59:57
2020-09-09T09:00:09
2020-09-09T09:00:08
Fix #581
lhoestq
https://github.com/huggingface/datasets/pull/586
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true
695,191,209
585
Fix select for pyarrow < 1.0.0
closed
[]
2020-09-07T15:02:52
2020-09-08T07:43:17
2020-09-08T07:43:15
Fix #583
lhoestq
https://github.com/huggingface/datasets/pull/585
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true
695,186,652
584
Use github versioning
closed
[]
2020-09-07T14:58:15
2020-09-09T13:37:35
2020-09-09T13:37:34
Right now dataset scripts and metrics are downloaded from S3 which is in sync with master. It means that it's not currently possible to pin the dataset/metric script version. To fix that I changed the download url from S3 to github, and adding a `version` parameter in `load_dataset` and `load_metric` to pin a certai...
lhoestq
https://github.com/huggingface/datasets/pull/584
{ "url": "https://api.github.com/repos/huggingface/datasets/pulls/584", "html_url": "https://github.com/huggingface/datasets/pull/584", "diff_url": "https://github.com/huggingface/datasets/pull/584.diff", "patch_url": "https://github.com/huggingface/datasets/pull/584.patch", "merged_at": "2020-09-09T13:37:34"...
true
695,166,265
583
ArrowIndexError on Dataset.select
closed
[]
2020-09-07T14:36:29
2020-09-08T07:43:15
2020-09-08T07:43:15
If the indices table consists in several chunks, then `dataset.select` results in an `ArrowIndexError` error for pyarrow < 1.0.0 Example: ```python from nlp import load_dataset mnli = load_dataset("glue", "mnli", split="train") shuffled = mnli.shuffle(seed=42) mnli.select(list(range(len(mnli)))) ``` rai...
lhoestq
https://github.com/huggingface/datasets/issues/583
null
false
695,126,456
582
Allow for PathLike objects
closed
[]
2020-09-07T13:54:51
2020-09-08T07:45:17
2020-09-08T07:45:17
Using PathLike objects as input for `load_dataset` does not seem to work. The following will throw an error. ```python files = list(Path(r"D:\corpora\yourcorpus").glob("*.txt")) dataset = load_dataset("text", data_files=files) ``` Traceback: ``` Traceback (most recent call last): File "C:/dev/python/dut...
BramVanroy
https://github.com/huggingface/datasets/issues/582
null
false
695,120,517
581
Better error message when input file does not exist
closed
[]
2020-09-07T13:47:59
2020-09-09T09:00:07
2020-09-09T09:00:07
In the following scenario, when `data_files` is an empty list, the stack trace and error message could be improved. This can probably be solved by checking for each file whether it actually exists and/or whether the argument is not false-y. ```python dataset = load_dataset("text", data_files=[]) ``` Example err...
BramVanroy
https://github.com/huggingface/datasets/issues/581
null
false
694,954,551
580
nlp re-creates already-there caches when using a script, but not within a shell
closed
[]
2020-09-07T10:23:50
2020-09-07T15:19:09
2020-09-07T14:26:41
`nlp` keeps creating new caches for the same file when launching `filter` from a script, and behaves correctly from within the shell. Example: try running ``` import nlp hans_easy_data = nlp.load_dataset('hans', split="validation").filter(lambda x: x['label'] == 0) hans_hard_data = nlp.load_dataset('hans', s...
TevenLeScao
https://github.com/huggingface/datasets/issues/580
null
false
694,947,599
579
Doc metrics
closed
[]
2020-09-07T10:15:24
2020-09-10T13:06:11
2020-09-10T13:06:10
Adding documentation on metrics loading/using/sharing
thomwolf
https://github.com/huggingface/datasets/pull/579
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true
694,849,940
578
Add CommonGen Dataset
closed
[]
2020-09-07T08:17:17
2020-09-07T11:50:29
2020-09-07T11:49:07
CC Authors: @yuchenlin @MichaelZhouwang
JetRunner
https://github.com/huggingface/datasets/pull/578
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true
694,607,148
577
Some languages in wikipedia dataset are not loading
closed
[]
2020-09-07T01:16:29
2023-04-11T22:50:48
2022-10-11T11:16:04
Hi, I am working with the `wikipedia` dataset and I have a script that goes over 92 of the available languages in that dataset. So far I have detected that `ar`, `af`, `an` are not loading. Other languages like `fr` and `en` are working fine. Here's how I am loading them: ``` import nlp langs = ['ar'. 'af', '...
gaguilar
https://github.com/huggingface/datasets/issues/577
null
false
694,348,645
576
Fix the code block in doc
closed
[]
2020-09-06T11:40:55
2020-09-07T07:37:32
2020-09-07T07:37:18
JetRunner
https://github.com/huggingface/datasets/pull/576
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true
693,691,611
575
Couldn't reach certain URLs and for the ones that can be reached, code just blocks after downloading.
closed
[]
2020-09-04T21:46:25
2020-09-22T10:41:36
2020-09-22T10:41:36
Hi, I'm following the [quick tour](https://huggingface.co/nlp/quicktour.html) and tried to load the glue dataset: ``` >>> from nlp import load_dataset >>> dataset = load_dataset('glue', 'mrpc', split='train') ``` However, this ran into a `ConnectionError` saying it could not reach the URL (just pasting the la...
sudarshan85
https://github.com/huggingface/datasets/issues/575
null
false
693,364,853
574
Add modules cache
closed
[]
2020-09-04T16:30:03
2020-09-22T10:27:08
2020-09-07T09:01:35
As discusses in #554 , we should use a module cache directory outside of the python packages directory since we may not have write permissions. I added a new HF_MODULES_PATH directory that is added to the python path when doing `import nlp`. In this directory, a module `nlp_modules` is created so that datasets can ...
lhoestq
https://github.com/huggingface/datasets/pull/574
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true
693,091,790
573
Faster caching for text dataset
closed
[]
2020-09-04T11:58:34
2020-09-04T12:53:24
2020-09-04T12:53:23
As mentioned in #546 and #548 , hashing `data_files` contents to get the cache directory name for a text dataset can take a long time. To make it faster I changed the hashing so that it takes into account the `path` and the `last modified timestamp` of each data file, instead of iterating through the content of each...
lhoestq
https://github.com/huggingface/datasets/pull/573
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true
692,598,231
572
Add CLUE Benchmark (11 datasets)
closed
[]
2020-09-04T01:57:40
2020-09-07T09:59:11
2020-09-07T09:59:10
Add 11 tasks of [CLUE](https://github.com/CLUEbenchmark/CLUE).
JetRunner
https://github.com/huggingface/datasets/pull/572
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true
692,109,287
571
Serialization
closed
[]
2020-09-03T16:21:38
2020-09-07T07:46:08
2020-09-07T07:46:07
I added `save` and `load` method to serialize/deserialize a dataset object in a folder. It moves the arrow files there (or write them if the tables were in memory), and saves the pickle state in a json file `state.json`, except the info that are in a separate file `dataset_info.json`. Example: ```python import ...
lhoestq
https://github.com/huggingface/datasets/pull/571
{ "url": "https://api.github.com/repos/huggingface/datasets/pulls/571", "html_url": "https://github.com/huggingface/datasets/pull/571", "diff_url": "https://github.com/huggingface/datasets/pull/571.diff", "patch_url": "https://github.com/huggingface/datasets/pull/571.patch", "merged_at": "2020-09-07T07:46:07"...
true
691,846,397
570
add reuters21578 dataset
closed
[]
2020-09-03T10:25:47
2020-09-03T10:46:52
2020-09-03T10:46:51
Reopen a PR this the merge.
jplu
https://github.com/huggingface/datasets/pull/570
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true
691,832,720
569
Revert "add reuters21578 dataset"
closed
[]
2020-09-03T10:06:16
2020-09-03T10:07:13
2020-09-03T10:07:12
Reverts huggingface/nlp#471
jplu
https://github.com/huggingface/datasets/pull/569
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true
691,638,656
568
`metric.compute` throws `ArrowInvalid` error
closed
[]
2020-09-03T04:56:57
2020-10-05T16:33:53
2020-10-05T16:33:53
I get the following error with `rouge.compute`. It happens only with distributed training, and it occurs randomly I can't easily reproduce it. This is using `nlp==0.4.0` ``` File "/home/beltagy/trainer.py", line 92, in validation_step rouge_scores = rouge.compute(predictions=generated_str, references=gold_st...
ibeltagy
https://github.com/huggingface/datasets/issues/568
null
false
691,430,245
567
Fix BLEURT metrics for backward compatibility
closed
[]
2020-09-02T21:22:35
2020-09-03T07:29:52
2020-09-03T07:29:50
Fix #565
thomwolf
https://github.com/huggingface/datasets/pull/567
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true
691,160,208
566
Remove logger pickling to fix gg colab issues
closed
[]
2020-09-02T16:16:21
2020-09-03T16:31:53
2020-09-03T16:31:52
A `logger` objects are not picklable in google colab, contrary to `logger` objects in jupyter notebooks or in python shells. It creates some issues in google colab right now. Indeed by calling any `Dataset` method, the fingerprint update pickles the transform function, and as the logger comes with it, it results in...
lhoestq
https://github.com/huggingface/datasets/pull/566
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true
691,039,121
565
No module named 'nlp.logging'
closed
[]
2020-09-02T13:49:50
2020-09-03T07:29:50
2020-09-03T07:29:50
Hi, I am using nlp version 0.4.0. Trying to use bleurt as an eval metric, however, the bleurt script imports nlp.logging which creates the following error. What am I missing? ``` >>> import nlp 2020-09-02 13:47:09.210310: I tensorflow/stream_executor/platform/default/dso_loader.cc:48] Successfully opened dynamic l...
melody-ju
https://github.com/huggingface/datasets/issues/565
null
false
691,000,020
564
Wait for writing in distributed metrics
closed
[]
2020-09-02T12:58:50
2020-09-09T09:13:23
2020-09-09T09:13:22
There were CI bugs where a distributed metric would try to read all the files in process 0 while the other processes haven't started writing. To fix that I added a custom locking mechanism that waits for the file to exist before trying to read it
lhoestq
https://github.com/huggingface/datasets/pull/564
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true
690,908,674
563
[Large datasets] Speed up download and processing
closed
[]
2020-09-02T10:31:54
2020-09-09T09:03:33
2020-09-09T09:03:32
Various improvements to speed-up creation and processing of large scale datasets. Currently: - distributed downloads - remove etag from datafiles hashes to spare a request when restarting a failed download
thomwolf
https://github.com/huggingface/datasets/pull/563
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true
690,907,604
562
[Reproductibility] Allow to pin versions of datasets/metrics
closed
[]
2020-09-02T10:30:13
2023-09-24T09:49:42
2020-09-09T13:04:54
Repurpose the `version` attribute in datasets and metrics to let the user pin a specific version of datasets and metric scripts: ``` dataset = nlp.load_dataset('squad', version='1.0.0') metric = nlp.load_metric('squad', version='1.0.0') ``` Notes: - version number are the release version of the library - curre...
thomwolf
https://github.com/huggingface/datasets/pull/562
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true
690,871,415
561
Made `share_dataset` more readable
closed
[]
2020-09-02T09:34:48
2020-09-03T09:00:30
2020-09-03T09:00:29
TevenLeScao
https://github.com/huggingface/datasets/pull/561
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true
690,488,764
560
Using custom DownloadConfig results in an error
closed
[]
2020-09-01T22:23:02
2022-10-04T17:23:45
2022-10-04T17:23:45
## Version / Environment Ubuntu 18.04 Python 3.6.8 nlp 0.4.0 ## Description Loading `imdb` dataset works fine when when I don't specify any `download_config` argument. When I create a custom `DownloadConfig` object and pass it to the `nlp.load_dataset` function, this results in an error. ## How to reprodu...
ynouri
https://github.com/huggingface/datasets/issues/560
null
false
690,411,263
559
Adding the KILT knowledge source and tasks
closed
[]
2020-09-01T20:05:13
2020-09-04T18:05:47
2020-09-04T18:05:47
This adds Wikipedia pre-processed for KILT, as well as the task data. Only the question IDs are provided for TriviaQA, but they can easily be mapped back with: ``` import nlp kilt_wikipedia = nlp.load_dataset('kilt_wikipedia') kilt_tasks = nlp.load_dataset('kilt_tasks') triviaqa = nlp.load_dataset('trivia_qa',...
yjernite
https://github.com/huggingface/datasets/pull/559
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true
690,318,105
558
Rerun pip install -e
closed
[]
2020-09-01T17:24:39
2020-09-01T17:24:51
2020-09-01T17:24:50
Hopefully it fixes the github actions
lhoestq
https://github.com/huggingface/datasets/pull/558
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true
690,220,135
557
Fix a few typos
closed
[]
2020-09-01T15:03:24
2020-09-02T07:39:08
2020-09-02T07:39:07
julien-c
https://github.com/huggingface/datasets/pull/557
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true
690,218,423
556
Add DailyDialog
closed
[]
2020-09-01T15:01:15
2020-09-03T15:42:03
2020-09-03T15:38:39
http://yanran.li/dailydialog.html https://arxiv.org/pdf/1710.03957.pdf
julien-c
https://github.com/huggingface/datasets/pull/556
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true
690,197,725
555
Upgrade pip in benchmark github action
closed
[]
2020-09-01T14:37:26
2020-09-01T15:26:16
2020-09-01T15:26:15
It looks like it fixes the `import nlp` issue we have
lhoestq
https://github.com/huggingface/datasets/pull/555
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true
690,173,214
554
nlp downloads to its module path
closed
[]
2020-09-01T14:06:14
2020-09-11T06:19:24
2020-09-11T06:19:24
I am trying to package `nlp` for Nix, because it is now an optional dependency for `transformers`. The problem that I encounter is that the `nlp` library downloads to the module path, which is typically not writable in most package management systems: ```>>> import nlp >>> squad_dataset = nlp.load_dataset('squad') ...
danieldk
https://github.com/huggingface/datasets/issues/554
null
false
690,143,182
553
[Fix GitHub Actions] test adding tmate
closed
[]
2020-09-01T13:28:03
2021-05-05T18:24:38
2020-09-03T09:01:13
thomwolf
https://github.com/huggingface/datasets/pull/553
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true
690,079,429
552
Add multiprocessing
closed
[]
2020-09-01T11:56:17
2020-09-22T15:11:56
2020-09-02T10:01:25
Adding multiprocessing to `.map` It works in 3 steps: - shard the dataset in `num_proc` shards - spawn one process per shard and call `map` on them - concatenate the resulting datasets Example of usage: ```python from nlp import load_dataset dataset = load_dataset("squad", split="train") def function...
lhoestq
https://github.com/huggingface/datasets/pull/552
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true
690,034,762
551
added HANS dataset
closed
[]
2020-09-01T10:42:02
2020-09-01T12:17:10
2020-09-01T12:17:10
Adds the [HANS](https://github.com/tommccoy1/hans) dataset to evaluate NLI systems.
TevenLeScao
https://github.com/huggingface/datasets/pull/551
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true
689,775,914
550
[BUGFIX] Solving mismatched checksum issue for the LinCE dataset (#539)
closed
[]
2020-09-01T03:27:03
2020-09-03T09:06:01
2020-09-03T09:06:01
Hi, I have added the updated `dataset_infos.json` file for the LinCE benchmark. This update is to fix the mismatched checksum bug #539 for one of the datasets in the LinCE benchmark. To update the file, I run this command from the nlp root directory: ``` python nlp-cli test ./datasets/lince --save_infos --all_co...
gaguilar
https://github.com/huggingface/datasets/pull/550
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true
689,766,465
549
Fix bleurt logging import
closed
[]
2020-09-01T03:01:25
2020-09-03T18:04:46
2020-09-03T09:04:20
Bleurt started throwing an error in some code we have. This looks like the fix but... It's also unnerving that even a prebuilt docker image with pinned versions can be working 1 day and then fail the next (especially for production systems). Any way for us to pin your metrics code so that they are guaranteed not...
jbragg
https://github.com/huggingface/datasets/pull/549
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true
689,285,996
548
[Breaking] Switch text loading to multi-threaded PyArrow loading
closed
[]
2020-08-31T15:15:41
2020-09-08T10:19:58
2020-09-08T10:19:57
Test if we can get better performances for large-scale text datasets by using multi-threaded text file loading based on Apache Arrow multi-threaded CSV loader. If it works ok, it would fix #546. **Breaking change**: The text lines now do not include final line-breaks anymore.
thomwolf
https://github.com/huggingface/datasets/pull/548
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true
689,268,589
547
[Distributed] Making loading distributed datasets a bit safer
closed
[]
2020-08-31T14:51:34
2020-08-31T15:16:30
2020-08-31T15:16:29
Add some file-locks during dataset loading
thomwolf
https://github.com/huggingface/datasets/pull/547
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true
689,186,526
546
Very slow data loading on large dataset
closed
[]
2020-08-31T12:57:23
2024-01-02T20:26:24
2020-09-08T10:19:57
I made a simple python script to check the NLP library speed, which loads 1.1 TB of textual data. It has been 8 hours and still, it is on the loading steps. It does work when the text dataset size is small about 1 GB, but it doesn't scale. It also uses a single thread during the data loading step. ``` train_fil...
agemagician
https://github.com/huggingface/datasets/issues/546
null
false
689,138,878
545
New release coming up for this library
closed
[]
2020-08-31T11:37:38
2021-01-13T10:59:04
2021-01-13T10:59:04
Hi all, A few words on the roadmap for this library. The next release will be a big one and is planed at the end of this week. In addition to the support for indexed datasets (useful for non-parametric models like REALM, RAG, DPR, knn-LM and many other fast dataset retrieval technics), it will: - have support f...
thomwolf
https://github.com/huggingface/datasets/issues/545
null
false
689,062,519
544
[Distributed] Fix load_dataset error when multiprocessing + add test
closed
[]
2020-08-31T09:30:10
2020-08-31T11:15:11
2020-08-31T11:15:10
Fix #543 + add test
thomwolf
https://github.com/huggingface/datasets/pull/544
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true
688,644,407
543
nlp.load_dataset is not safe for multi processes when loading from local files
closed
[]
2020-08-30T03:20:34
2020-08-31T11:15:10
2020-08-31T11:15:10
Loading from local files, e.g., `dataset = nlp.load_dataset('csv', data_files=['file_1.csv', 'file_2.csv'])` concurrently from multiple processes, will raise `FileExistsError` from builder's line 430, https://github.com/huggingface/nlp/blob/6655008c738cb613c522deb3bd18e35a67b2a7e5/src/nlp/builder.py#L423-L438 Likel...
luyug
https://github.com/huggingface/datasets/issues/543
null
false
688,555,036
542
Add TensorFlow example
closed
[]
2020-08-29T15:39:27
2020-08-31T09:49:20
2020-08-31T09:49:19
Update the Quick Tour documentation in order to add the TensorFlow equivalent source code for the classification example. Now it is possible to select either the code in PyTorch or in TensorFlow in the Quick tour.
jplu
https://github.com/huggingface/datasets/pull/542
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true
688,521,224
541
Best practices for training tokenizers with nlp
closed
[]
2020-08-29T12:06:49
2022-10-04T17:28:04
2022-10-04T17:28:04
Hi, thank you for developing this library. What do you think are the best practices for training tokenizers using `nlp`? In the document and examples, I could only find pre-trained tokenizers used.
moskomule
https://github.com/huggingface/datasets/issues/541
null
false
688,475,884
540
[BUGFIX] Fix Race Dataset Checksum bug
closed
[]
2020-08-29T07:00:10
2020-09-18T11:42:20
2020-09-18T11:42:20
In #537 I noticed that there was a bug in checksum checking when I have tried to download the race dataset. The reason for this is that the current preprocessing was just considering the `high school` data and it was ignoring the `middle` one. This PR just fixes it :) Moreover, I have added some descriptions.
abarbosa94
https://github.com/huggingface/datasets/pull/540
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true
688,323,602
539
[Dataset] `NonMatchingChecksumError` due to an update in the LinCE benchmark data
closed
[]
2020-08-28T19:55:51
2020-09-03T16:34:02
2020-09-03T16:34:01
Hi, There is a `NonMatchingChecksumError` error for the `lid_msaea` (language identification for Modern Standard Arabic - Egyptian Arabic) dataset from the LinCE benchmark due to a minor update on that dataset. How can I update the checksum of the library to solve this issue? The error is below and it also appea...
gaguilar
https://github.com/huggingface/datasets/issues/539
null
false
688,015,912
538
[logging] Add centralized logging - Bump-up cache loads to warnings
closed
[]
2020-08-28T11:42:29
2020-08-31T11:42:51
2020-08-31T11:42:51
Add a `nlp.logging` module to set the global logging level easily. The verbosity level also controls the tqdm bars (disabled when set higher than INFO). You can use: ``` nlp.logging.set_verbosity(verbosity: int) nlp.logging.set_verbosity_info() nlp.logging.set_verbosity_warning() nlp.logging.set_verbosity_debug...
thomwolf
https://github.com/huggingface/datasets/pull/538
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true
687,614,699
537
[Dataset] RACE dataset Checksums error
closed
[]
2020-08-27T23:58:16
2020-09-18T12:07:04
2020-09-18T12:07:04
Hi there, I just would like to use this awesome lib to perform a dataset fine-tuning on RACE dataset. I have performed the following steps: ``` dataset = nlp.load_dataset("race") len(dataset["train"]), len(dataset["validation"]) ``` But then I got the following error: ``` ----------------------------------...
abarbosa94
https://github.com/huggingface/datasets/issues/537
null
false
687,378,332
536
Fingerprint
closed
[]
2020-08-27T16:27:09
2020-08-31T14:20:40
2020-08-31T14:20:39
This PR is a continuation of #513 , in which many in-place functions were introduced or updated (cast_, flatten_) etc. However the caching didn't handle these changes. Indeed the caching took into account only the previous cache file name of the table, and not the possible in-place transforms of the table. To fix t...
lhoestq
https://github.com/huggingface/datasets/pull/536
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true
686,238,315
535
Benchmarks
closed
[]
2020-08-26T11:21:26
2020-08-27T08:40:00
2020-08-27T08:39:59
Adding some benchmarks with DVC/CML To add a new tracked benchmark: - create a new python benchmarking script in `./benchmarks/`. The script can use the utilities in `./benchmarks/utils.py` and should output a JSON file with results in `./benchmarks/results/`. - add a new pipeline stage in [dvc.yaml](./dvc.yaml) w...
thomwolf
https://github.com/huggingface/datasets/pull/535
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true
686,115,912
534
`list_datasets()` is broken.
closed
[]
2020-08-26T08:19:01
2020-08-27T06:31:11
2020-08-27T06:31:11
version = '0.4.0' `list_datasets()` is broken. It results in the following error : ``` In [3]: nlp.list_datasets() Out[3]: --------------------------------------------------------------------------- AttributeError Traceback (most recent call last) ~/.virtualenvs/san-lgUCsFg_/lib/py...
ashutosh-dwivedi-e3502
https://github.com/huggingface/datasets/issues/534
null
false
685,585,914
533
Fix ArrayXD for pyarrow 0.17.1 by using non fixed length list arrays
closed
[]
2020-08-25T15:32:44
2020-08-26T08:02:24
2020-08-26T08:02:23
It should fix the CI problems in #513
lhoestq
https://github.com/huggingface/datasets/pull/533
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true
685,540,614
532
File exists error when used with TPU
open
[]
2020-08-25T14:36:38
2020-09-01T12:14:56
null
Hi, I'm getting a "File exists" error when I use [text dataset](https://github.com/huggingface/nlp/tree/master/datasets/text) for pre-training a RoBERTa model using `transformers` (3.0.2) and `nlp`(0.4.0) on a VM with TPU (v3-8). I modified [line 131 in the original `run_language_modeling.py`](https://github.com/...
go-inoue
https://github.com/huggingface/datasets/issues/532
null
false
685,291,036
531
add concatenate_datasets to the docs
closed
[]
2020-08-25T08:40:05
2020-08-25T09:02:20
2020-08-25T09:02:19
lhoestq
https://github.com/huggingface/datasets/pull/531
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true
684,825,612
530
use ragged tensor by default
closed
[]
2020-08-24T17:06:15
2021-10-22T19:38:40
2020-08-24T19:22:25
I think it's better if it's clear whether the returned tensor is ragged or not when the type is set to tensorflow. Previously it was a tensor (not ragged) if numpy could stack the output (which can change depending on the batch of example you take), which make things difficult to handle, as it may sometimes return a r...
lhoestq
https://github.com/huggingface/datasets/pull/530
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true
684,797,157
529
Add MLSUM
closed
[]
2020-08-24T16:18:35
2020-08-26T08:04:11
2020-08-26T08:04:11
Hello (again :) !), So, I started a new branch because of a [rebase issue](https://github.com/huggingface/nlp/pull/463), sorry for the mess. However, the command `pytest tests/test_dataset_common.py::LocalDatasetTest::test_load_real_dataset_mlsum` still fails because there is no default language dataset : the s...
RachelKer
https://github.com/huggingface/datasets/pull/529
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true
684,673,673
528
fix missing variable names in docs
closed
[]
2020-08-24T13:31:48
2020-08-25T09:04:04
2020-08-25T09:04:03
fix #524
lhoestq
https://github.com/huggingface/datasets/pull/528
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true
684,632,930
527
Fix config used for slow test on real dataset
closed
[]
2020-08-24T12:39:34
2020-08-25T09:20:45
2020-08-25T09:20:44
As noticed in #470, #474, #476, #504 , the slow test `test_load_real_dataset` couldn't run on datasets that require config parameters. To fix that I replaced it with one test with the first config of BUILDER_CONFIGS `test_load_real_dataset`, and another test that runs all of the configs in BUILDER_CONFIGS `test_load...
lhoestq
https://github.com/huggingface/datasets/pull/527
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true
684,615,455
526
Returning None instead of "python" if dataset is unformatted
closed
[]
2020-08-24T12:10:35
2020-08-24T12:50:43
2020-08-24T12:50:42
Following the discussion on Slack, this small fix ensures that calling `dataset.set_format(type=dataset.format["type"])` works properly. Slightly breaking as calling `dataset.format` when the dataset is unformatted will return `None` instead of `python`.
TevenLeScao
https://github.com/huggingface/datasets/pull/526
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true
683,875,483
525
wmt download speed example
closed
[]
2020-08-21T23:29:06
2022-10-04T17:45:39
2022-10-04T17:45:39
Continuing from the slack 1.0 roadmap thread w @lhoestq , I realized the slow downloads is only a thing sometimes. Here are a few examples, I suspect there are multiple issues. All commands were run from the same gcp us-central-1f machine. ``` import nlp nlp.load_dataset('wmt16', 'de-en') ``` Downloads at 49.1 K...
sshleifer
https://github.com/huggingface/datasets/issues/525
null
false
683,686,359
524
Some docs are missing parameter names
closed
[]
2020-08-21T16:47:34
2020-08-25T09:04:03
2020-08-25T09:04:03
See https://huggingface.co/nlp/master/package_reference/main_classes.html#nlp.Dataset.map. I believe this is because the parameter names are enclosed in backticks in the docstrings, maybe it's an old docstring format that doesn't work with the current Sphinx version.
jarednielsen
https://github.com/huggingface/datasets/issues/524
null
false