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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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931,849,724
2,559
Memory usage consistently increases when processing a dataset with `.map`
closed
[]
2021-06-28T18:31:58
2023-07-20T13:34:10
2023-07-20T13:34:10
## Describe the bug I have a HF dataset with image paths stored in it and I am trying to load those image paths using `.map` with `num_proc=80`. I am noticing that the memory usage consistently keeps on increasing with time. I tried using `DEFAULT_WRITER_BATCH_SIZE=10` in the builder to decrease arrow writer's batch...
apsdehal
https://github.com/huggingface/datasets/issues/2559
null
false
931,736,647
2,558
Update: WebNLG - update checksums
closed
[]
2021-06-28T16:16:37
2021-06-28T17:23:17
2021-06-28T17:23:16
The master branch changed so I computed the new checksums. I also pinned a specific revision so that it doesn't happen again in the future. Fix https://github.com/huggingface/datasets/issues/2553
lhoestq
https://github.com/huggingface/datasets/pull/2558
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true
931,633,823
2,557
Fix `fever` keys
closed
[]
2021-06-28T14:27:02
2021-06-28T16:11:30
2021-06-28T16:11:29
The keys has duplicates since they were reset to 0 after each file. I fixed it by taking into account the file index as well.
lhoestq
https://github.com/huggingface/datasets/pull/2557
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true
931,595,872
2,556
Better DuplicateKeysError error to help the user debug the issue
closed
[]
2021-06-28T13:50:57
2022-06-28T09:26:04
2022-06-28T09:26:04
As mentioned in https://github.com/huggingface/datasets/issues/2552 it would be nice to improve the error message when a dataset fails to build because there are duplicate example keys. The current one is ```python datasets.keyhash.DuplicatedKeysError: FAILURE TO GENERATE DATASET ! Found duplicate Key: 48 Keys s...
lhoestq
https://github.com/huggingface/datasets/issues/2556
null
false
931,585,485
2,555
Fix code_search_net keys
closed
[]
2021-06-28T13:40:23
2021-09-02T08:24:43
2021-06-28T14:10:35
There were duplicate keys in the `code_search_net` dataset, as reported in https://github.com/huggingface/datasets/issues/2552 I fixed the keys (it was an addition of the file and row indices, which was causing collisions) Fix #2552.
lhoestq
https://github.com/huggingface/datasets/pull/2555
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true
931,453,855
2,554
Multilabel metrics not supported
closed
[]
2021-06-28T11:09:46
2021-10-13T12:29:13
2021-07-08T08:40:15
When I try to use a metric like F1 macro I get the following error: ``` TypeError: int() argument must be a string, a bytes-like object or a number, not 'list' ``` There is an explicit casting here: https://github.com/huggingface/datasets/blob/fc79f61cbbcfa0e8c68b28c0a8257f17e768a075/src/datasets/features.py#L...
GuillemGSubies
https://github.com/huggingface/datasets/issues/2554
null
false
931,365,926
2,553
load_dataset("web_nlg") NonMatchingChecksumError
closed
[]
2021-06-28T09:26:46
2021-06-28T17:23:39
2021-06-28T17:23:16
Hi! It seems the WebNLG dataset gives a NonMatchingChecksumError. ## Steps to reproduce the bug ```python from datasets import load_dataset dataset = load_dataset('web_nlg', name="release_v3.0_en", split="dev") ``` Gives ``` NonMatchingChecksumError: Checksums didn't match for dataset source files: ['h...
alxthm
https://github.com/huggingface/datasets/issues/2553
null
false
931,354,687
2,552
Keys should be unique error on code_search_net
closed
[]
2021-06-28T09:15:20
2021-09-06T14:08:30
2021-09-02T08:25:29
## Describe the bug Loading `code_search_net` seems not possible at the moment. ## Steps to reproduce the bug ```python >>> load_dataset('code_search_net') Downloading: 8.50kB [00:00, 3.09MB/s] ...
thomwolf
https://github.com/huggingface/datasets/issues/2552
null
false
930,967,978
2,551
Fix FileSystems documentation
closed
[]
2021-06-27T16:18:42
2021-06-28T13:09:55
2021-06-28T13:09:54
### What this fixes: This PR resolves several issues I discovered in the documentation on the `datasets.filesystems` module ([this page](https://huggingface.co/docs/datasets/filesystems.html)). ### What were the issues? When I originally tried implementing the code examples I faced several bugs attributed to: -...
connor-mccarthy
https://github.com/huggingface/datasets/pull/2551
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true
930,951,287
2,550
Allow for incremental cumulative metric updates in a distributed setup
closed
[]
2021-06-27T15:00:58
2021-09-26T13:42:39
2021-09-26T13:42:39
Currently, using a metric allows for one of the following: - Per example/batch metrics - Cumulative metrics over the whole data What I'd like is to have an efficient way to get cumulative metrics over the examples/batches added so far, in order to display it as part of the progress bar during training/evaluation. ...
eladsegal
https://github.com/huggingface/datasets/issues/2550
null
false
929,819,093
2,549
Handling unlabeled datasets
closed
[]
2021-06-25T04:32:23
2021-06-25T21:07:57
2021-06-25T21:07:56
Hi! Is there a way for datasets to produce unlabeled instances (e.g., the `ClassLabel` can be nullable). For example, I want to use the MNLI dataset reader ( https://github.com/huggingface/datasets/blob/master/datasets/multi_nli/multi_nli.py ) on a file that doesn't have the `gold_label` field. I tried setting `"...
nelson-liu
https://github.com/huggingface/datasets/issues/2549
null
false
929,232,831
2,548
Field order issue in loading json
closed
[]
2021-06-24T13:29:53
2021-06-24T14:36:43
2021-06-24T14:34:05
## Describe the bug The `load_dataset` function expects columns in alphabetical order when loading json files. Similar bug was previously reported for csv in #623 and fixed in #684. ## Steps to reproduce the bug For a json file `j.json`, ``` {"c":321, "a": 1, "b": 2} ``` Running the following, ``` f= data...
luyug
https://github.com/huggingface/datasets/issues/2548
null
false
929,192,329
2,547
Dataset load_from_disk is too slow
open
[]
2021-06-24T12:45:44
2021-06-25T14:56:38
null
@lhoestq ## Describe the bug It's not normal that I have to wait 7-8 hours for a dataset to be loaded from disk, as there are no preprocessing steps, it's only loading it with load_from_disk. I have 96 cpus, however only 1 is used for this, which is inefficient. Moreover, its usage is at 1%... This is happening in t...
avacaondata
https://github.com/huggingface/datasets/issues/2547
null
false
929,091,689
2,546
Add license to the Cambridge English Write & Improve + LOCNESS dataset card
closed
[]
2021-06-24T10:39:29
2021-06-24T10:52:01
2021-06-24T10:52:01
As noticed in https://github.com/huggingface/datasets/pull/2539, the licensing information was missing for this dataset. I added it and I also filled a few other empty sections.
lhoestq
https://github.com/huggingface/datasets/pull/2546
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true
929,016,580
2,545
Fix DuplicatedKeysError in drop dataset
closed
[]
2021-06-24T09:10:39
2021-06-24T14:57:08
2021-06-24T14:57:08
Close #2542. cc: @VictorSanh.
albertvillanova
https://github.com/huggingface/datasets/pull/2545
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true
928,900,827
2,544
Fix logging levels
closed
[]
2021-06-24T06:41:36
2021-06-25T13:40:19
2021-06-25T13:40:19
Sometimes default `datasets` logging can be too verbose. One approach could be reducing some logging levels, from info to debug, or from warning to info. Close #2543. cc: @stas00
albertvillanova
https://github.com/huggingface/datasets/pull/2544
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true
928,571,915
2,543
switching some low-level log.info's to log.debug?
closed
[]
2021-06-23T19:26:55
2021-06-25T13:40:19
2021-06-25T13:40:19
In https://github.com/huggingface/transformers/pull/12276 we are now changing the examples to have `datasets` on the same log level as `transformers`, so that one setting can do a consistent logging across all involved components. The trouble is that now we get a ton of these: ``` 06/23/2021 12:15:31 - INFO - da...
stas00
https://github.com/huggingface/datasets/issues/2543
null
false
928,540,382
2,542
`datasets.keyhash.DuplicatedKeysError` for `drop` and `adversarial_qa/adversarialQA`
closed
[]
2021-06-23T18:41:16
2021-06-25T21:50:05
2021-06-24T14:57:08
## Describe the bug Failure to generate the datasets (`drop` and subset `adversarialQA` from `adversarial_qa`) because of duplicate keys. ## Steps to reproduce the bug ```python from datasets import load_dataset load_dataset("drop") load_dataset("adversarial_qa", "adversarialQA") ``` ## Expected results Th...
VictorSanh
https://github.com/huggingface/datasets/issues/2542
null
false
928,529,078
2,541
update discofuse link cc @ekQ
closed
[]
2021-06-23T18:24:58
2021-06-28T14:34:51
2021-06-28T14:34:50
Updating the discofuse link: https://github.com/google-research-datasets/discofuse/commit/fd4b120cb3dd19a417e7f3b5432010b574b5eeee
VictorSanh
https://github.com/huggingface/datasets/pull/2541
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true
928,433,892
2,540
Remove task templates if required features are removed during `Dataset.map`
closed
[]
2021-06-23T16:20:25
2021-06-24T14:41:15
2021-06-24T13:34:03
This PR fixes a bug reported by @craffel where removing a dataset's columns during `Dataset.map` triggered a `KeyError` because the `TextClassification` template tried to access the removed columns during `DatasetInfo.__post_init__`: ```python from datasets import load_dataset # `yelp_polarity` comes with a `Tex...
lewtun
https://github.com/huggingface/datasets/pull/2540
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true
927,952,429
2,539
remove wi_locness dataset due to licensing issues
closed
[]
2021-06-23T07:35:32
2021-06-25T14:52:42
2021-06-25T14:52:42
It was brought to my attention that this dataset's license is not only missing, but also prohibits redistribution. I contacted the original author to apologize for this oversight and asked if we could still use it, but unfortunately we can't and the author kindly asked to take down this dataset.
aseifert
https://github.com/huggingface/datasets/pull/2539
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true
927,940,691
2,538
Loading partial dataset when debugging
open
[]
2021-06-23T07:19:52
2023-04-19T11:05:38
null
I am using PyTorch Lightning along with datasets (thanks for so many datasets already prepared and the great splits). Every time I execute load_dataset for the imdb dataset it takes some time even if I specify a split involving very few samples. I guess this due to hashing as per the other issues. Is there a wa...
reachtarunhere
https://github.com/huggingface/datasets/issues/2538
null
false
927,472,659
2,537
Add Parquet loader + from_parquet and to_parquet
closed
[]
2021-06-22T17:28:23
2021-06-30T16:31:03
2021-06-30T16:30:58
Continuation of #2247 I added a "parquet" dataset builder, as well as the methods `Dataset.from_parquet` and `Dataset.to_parquet`. As usual, the data are converted to arrow in a batched way to avoid loading everything in memory.
lhoestq
https://github.com/huggingface/datasets/pull/2537
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true
927,338,639
2,536
Use `Audio` features for `AutomaticSpeechRecognition` task template
closed
[]
2021-06-22T15:07:21
2022-06-01T17:18:16
2022-06-01T17:18:16
In #2533 we added a task template for speech recognition that relies on the file paths to the audio files. As pointed out by @SBrandeis this is brittle as it doesn't port easily across different OS'. The solution is to use dedicated `Audio` features when casting the dataset. These features are not yet available in ...
lewtun
https://github.com/huggingface/datasets/issues/2536
null
false
927,334,349
2,535
Improve Features docs
closed
[]
2021-06-22T15:03:27
2021-06-23T13:40:43
2021-06-23T13:40:43
- Fix rendering and cross-references in Features docs - Add docstrings to Features methods
albertvillanova
https://github.com/huggingface/datasets/pull/2535
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true
927,201,435
2,534
Sync with transformers disabling NOTSET
closed
[]
2021-06-22T12:54:21
2021-06-24T14:42:47
2021-06-24T14:42:47
Close #2528.
albertvillanova
https://github.com/huggingface/datasets/pull/2534
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true
927,193,264
2,533
Add task template for automatic speech recognition
closed
[]
2021-06-22T12:45:02
2021-06-23T16:14:46
2021-06-23T15:56:57
This PR adds a task template for automatic speech recognition. In this task, the input is a path to an audio file which the model consumes to produce a transcription. Usage: ```python from datasets import load_dataset from datasets.tasks import AutomaticSpeechRecognition ds = load_dataset("timit_asr", split=...
lewtun
https://github.com/huggingface/datasets/pull/2533
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true
927,063,196
2,532
Tokenizer's normalization preprocessor cause misalignment in return_offsets_mapping for tokenizer classification task
closed
[]
2021-06-22T10:08:18
2021-06-23T05:17:25
2021-06-23T05:17:25
[This colab notebook](https://colab.research.google.com/drive/151gKyo0YIwnlznrOHst23oYH_a3mAe3Z?usp=sharing) implements a token classification input pipeline extending the logic from [this hugging example](https://huggingface.co/transformers/custom_datasets.html#tok-ner). The pipeline works fine with most instance i...
cosmeowpawlitan
https://github.com/huggingface/datasets/issues/2532
null
false
927,017,924
2,531
Fix dev version
closed
[]
2021-06-22T09:17:10
2021-06-22T09:47:10
2021-06-22T09:47:09
The dev version that ends in `.dev0` should be greater than the current version. However it happens that `1.8.0 > 1.8.0.dev0` for example. Therefore we need to use `1.8.1.dev0` for example in this case. I updated the dev version to use `1.8.1.dev0`, and I also added a comment in the setup.py in the release steps a...
lhoestq
https://github.com/huggingface/datasets/pull/2531
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true
927,013,773
2,530
Fixed label parsing in the ProductReviews dataset
closed
[]
2021-06-22T09:12:45
2021-06-22T12:55:20
2021-06-22T12:52:40
Fixed issue with parsing dataset labels.
yavuzKomecoglu
https://github.com/huggingface/datasets/pull/2530
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true
926,378,812
2,529
Add summarization template
closed
[]
2021-06-21T16:08:31
2021-06-23T14:22:11
2021-06-23T13:30:10
This PR adds a task template for text summarization. As far as I can tell, we do not need to distinguish between "extractive" or "abstractive" summarization - both can be handled with this template. Usage: ```python from datasets import load_dataset from datasets.tasks import Summarization ds = load_dataset(...
lewtun
https://github.com/huggingface/datasets/pull/2529
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true
926,314,656
2,528
Logging cannot be set to NOTSET similar to transformers
closed
[]
2021-06-21T15:04:54
2021-06-24T14:42:47
2021-06-24T14:42:47
## Describe the bug In the transformers library you can set the verbosity level to logging.NOTSET to work around the usage of tqdm and IPywidgets, however in Datasets this is no longer possible. This is because transformers set the verbosity level of tqdm with [this](https://github.com/huggingface/transformers/blob/b5...
joshzwiebel
https://github.com/huggingface/datasets/issues/2528
null
false
926,031,525
2,527
Replace bad `n>1M` size tag
closed
[]
2021-06-21T09:42:35
2021-06-21T15:06:50
2021-06-21T15:06:49
Some datasets were still using the old `n>1M` tag which has been replaced with tags `1M<n<10M`, etc. This resulted in unexpected results when searching for datasets bigger than 1M on the hub, since it was only showing the ones with the tag `n>1M`.
lhoestq
https://github.com/huggingface/datasets/pull/2527
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true
925,929,228
2,526
Add COCO datasets
open
[]
2021-06-21T07:48:32
2023-06-22T14:12:18
null
## Adding a Dataset - **Name:** COCO - **Description:** COCO is a large-scale object detection, segmentation, and captioning dataset. - **Paper + website:** https://cocodataset.org/#home - **Data:** https://cocodataset.org/#download - **Motivation:** It would be great to have COCO available in HuggingFace datasets...
NielsRogge
https://github.com/huggingface/datasets/issues/2526
null
false
925,896,358
2,525
Use scikit-learn package rather than sklearn in setup.py
closed
[]
2021-06-21T07:04:25
2021-06-21T10:01:13
2021-06-21T08:57:33
The sklearn package is an historical thing and should probably not be used by anyone, see https://github.com/scikit-learn/scikit-learn/issues/8215#issuecomment-344679114 for some caveats. Note: this affects only TESTS_REQUIRE so I guess only developers not end users.
lesteve
https://github.com/huggingface/datasets/pull/2525
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true
925,610,934
2,524
Raise FileNotFoundError in WindowsFileLock
closed
[]
2021-06-20T14:25:11
2021-06-28T09:56:22
2021-06-28T08:47:39
Closes #2443
mariosasko
https://github.com/huggingface/datasets/pull/2524
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true
925,421,008
2,523
Fr
closed
[]
2021-06-19T15:56:32
2021-06-19T18:48:23
2021-06-19T18:48:23
__Originally posted by @lewtun in https://github.com/huggingface/datasets/pull/2469__
aDrIaNo34500
https://github.com/huggingface/datasets/issues/2523
null
false
925,334,379
2,522
Documentation Mistakes in Dataset: emotion
closed
[]
2021-06-19T07:08:57
2023-01-02T12:04:58
2023-01-02T12:04:58
As per documentation, Dataset: emotion Homepage: https://github.com/dair-ai/emotion_dataset Dataset: https://github.com/huggingface/datasets/blob/master/datasets/emotion/emotion.py Permalink: https://huggingface.co/datasets/viewer/?dataset=emotion Emotion is a dataset of English Twitter messages with eight b...
GDGauravDutta
https://github.com/huggingface/datasets/issues/2522
null
false
925,030,685
2,521
Insert text classification template for Emotion dataset
closed
[]
2021-06-18T15:56:19
2021-06-21T09:22:31
2021-06-21T09:22:31
This PR includes a template and updated `dataset_infos.json` for the `emotion` dataset.
lewtun
https://github.com/huggingface/datasets/pull/2521
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true
925,015,004
2,520
Datasets with tricky task templates
closed
[]
2021-06-18T15:33:57
2023-07-20T13:20:32
2023-07-20T13:20:32
I'm collecting a list of datasets here that don't follow the "standard" taxonomy and require further investigation to implement task templates for. ## Text classification * [hatexplain](https://huggingface.co/datasets/hatexplain): ostensibly a form of text classification, but not in the standard `(text, target)` ...
lewtun
https://github.com/huggingface/datasets/issues/2520
null
false
924,903,240
2,519
Improve performance of pandas arrow extractor
closed
[]
2021-06-18T13:24:41
2021-06-21T09:06:06
2021-06-21T09:06:06
While reviewing PR #2505, I noticed that pandas arrow extractor could be refactored to be faster.
albertvillanova
https://github.com/huggingface/datasets/pull/2519
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true
924,654,100
2,518
Add task templates for tydiqa and xquad
closed
[]
2021-06-18T08:06:34
2021-06-18T15:01:17
2021-06-18T14:50:33
This PR adds question-answering templates to the remaining datasets that are linked to a model on the Hub. Notes: * I could not test the tydiqa implementation since I don't have enough disk space 😢 . But I am confident the template works :) * there exist other datasets like `fquad` and `mlqa` which are candida...
lewtun
https://github.com/huggingface/datasets/pull/2518
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true
924,643,345
2,517
Fix typo in MatthewsCorrelation class name
closed
[]
2021-06-18T07:53:06
2021-06-18T08:43:55
2021-06-18T08:43:55
Close #2513.
albertvillanova
https://github.com/huggingface/datasets/pull/2517
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true
924,597,470
2,516
datasets.map pickle issue resulting in invalid mapping function
open
[]
2021-06-18T06:47:26
2021-06-23T13:47:49
null
I trained my own tokenizer, and I needed to use a python custom class. Because of this I have to detach the custom step before saving and reattach after restore. I did this using the standard pickle `__get_state__` / `__set_state__` mechanism. I think it's correct but it fails when I use it inside a function which is m...
david-waterworth
https://github.com/huggingface/datasets/issues/2516
null
false
924,435,447
2,515
CRD3 dataset card
closed
[]
2021-06-18T00:24:07
2021-06-21T10:18:44
2021-06-21T10:18:44
This PR adds additional information to the CRD3 dataset card.
wilsonyhlee
https://github.com/huggingface/datasets/pull/2515
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true
924,417,172
2,514
Can datasets remove duplicated rows?
open
[]
2021-06-17T23:35:38
2024-07-19T13:23:01
null
**Is your feature request related to a problem? Please describe.** i find myself more and more relying on datasets just to do all the preprocessing. One thing however, for removing duplicated rows, I couldn't find out how and am always converting datasets to pandas to do that.. **Describe the solution you'd like*...
liuxinglan
https://github.com/huggingface/datasets/issues/2514
null
false
924,174,413
2,513
Corelation should be Correlation
closed
[]
2021-06-17T17:28:48
2021-06-18T08:43:55
2021-06-18T08:43:55
https://github.com/huggingface/datasets/blob/0e87e1d053220e8ecddfa679bcd89a4c7bc5af62/metrics/matthews_correlation/matthews_correlation.py#L66
colbym-MM
https://github.com/huggingface/datasets/issues/2513
null
false
924,069,353
2,512
seqeval metric does not work with a recent version of sklearn: classification_report() got an unexpected keyword argument 'output_dict'
closed
[]
2021-06-17T15:36:02
2021-06-17T15:46:07
2021-06-17T15:46:07
## Describe the bug A clear and concise description of what the bug is. ## Steps to reproduce the bug ```python from datasets import load_dataset, load_metric seqeval = load_metric("seqeval") seqeval.compute(predictions=[['A']], references=[['A']]) ``` ## Expected results The function computes a dict with ...
avidale
https://github.com/huggingface/datasets/issues/2512
null
false
923,762,133
2,511
Add C4
closed
[]
2021-06-17T10:31:04
2021-07-05T12:36:58
2021-07-05T12:36:57
## Adding a Dataset - **Name:** *C4* - **Description:** *https://github.com/allenai/allennlp/discussions/5056* - **Paper:** *https://arxiv.org/abs/1910.10683* - **Data:** *https://huggingface.co/datasets/allenai/c4* - **Motivation:** *Used a lot for pretraining* Instructions to add a new dataset can be found [h...
lhoestq
https://github.com/huggingface/datasets/issues/2511
null
false
923,735,485
2,510
Add align_labels_with_mapping to DatasetDict
closed
[]
2021-06-17T10:03:35
2021-06-17T10:45:25
2021-06-17T10:45:24
https://github.com/huggingface/datasets/pull/2457 added the `Dataset.align_labels_with_mapping` method. In this PR I also added `DatasetDict.align_labels_with_mapping`
lhoestq
https://github.com/huggingface/datasets/pull/2510
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true
922,846,035
2,509
Fix fingerprint when moving cache dir
closed
[]
2021-06-16T16:45:09
2021-06-21T15:05:04
2021-06-21T15:05:03
The fingerprint of a dataset changes if the cache directory is moved. I fixed that by setting the fingerprint to be the hash of: - the relative cache dir (dataset_name/version/config_id) - the requested split Close #2496 I had to fix an issue with the filelock filename that was too long (>255). It prevented t...
lhoestq
https://github.com/huggingface/datasets/pull/2509
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true
921,863,173
2,508
Load Image Classification Dataset from Local
closed
[]
2021-06-15T22:43:33
2022-03-01T16:29:44
2022-03-01T16:29:44
**Is your feature request related to a problem? Please describe.** Yes - we would like to load an image classification dataset with datasets without having to write a custom data loader. **Describe the solution you'd like** Given a folder structure with images of each class in each folder, the ability to load th...
Jacobsolawetz
https://github.com/huggingface/datasets/issues/2508
null
false
921,441,962
2,507
Rearrange JSON field names to match passed features schema field names
closed
[]
2021-06-15T14:10:02
2021-06-16T10:47:49
2021-06-16T10:47:49
This PR depends on PR #2453 (which must be merged first). Close #2366.
albertvillanova
https://github.com/huggingface/datasets/pull/2507
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true
921,435,598
2,506
Add course banner
closed
[]
2021-06-15T14:03:54
2021-06-15T16:25:36
2021-06-15T16:25:35
This PR adds a course banner similar to the one you can now see in the [Transformers repo](https://github.com/huggingface/transformers) that links to the course. Let me know if placement seems right to you or not, I can move it just below the badges too.
sgugger
https://github.com/huggingface/datasets/pull/2506
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true
921,234,797
2,505
Make numpy arrow extractor faster
closed
[]
2021-06-15T10:11:32
2021-06-28T09:53:39
2021-06-28T09:53:38
I changed the NumpyArrowExtractor to call directly to_numpy and see if it can lead to speed-ups as discussed in https://github.com/huggingface/datasets/issues/2498 This could make the numpy/torch/tf/jax formatting faster
lhoestq
https://github.com/huggingface/datasets/pull/2505
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true
920,636,186
2,503
SubjQA wrong boolean values in entries
open
[]
2021-06-14T17:42:46
2021-08-25T03:52:06
null
## Describe the bug SubjQA seems to have a boolean that's consistently wrong. It defines: - question_subj_level: The subjectiviy level of the question (on a 1 to 5 scale with 1 being the most subjective). - is_ques_subjective: A boolean subjectivity label derived from question_subj_level (i.e., scores below 4 are...
arnaudstiegler
https://github.com/huggingface/datasets/issues/2503
null
false
920,623,572
2,502
JAX integration
closed
[]
2021-06-14T17:24:23
2021-06-21T16:15:50
2021-06-21T16:15:49
Hi ! I just added the "jax" formatting, as we already have for pytorch, tensorflow, numpy (and also pandas and arrow). It does pretty much the same thing as the pytorch formatter except it creates jax.numpy.ndarray objects. ```python from datasets import Dataset d = Dataset.from_dict({"foo": [[0., 1., 2.]]})...
lhoestq
https://github.com/huggingface/datasets/pull/2502
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true
920,579,634
2,501
Add Zenodo metadata file with license
closed
[]
2021-06-14T16:28:12
2021-06-14T16:49:42
2021-06-14T16:49:42
This Zenodo metadata file fixes the name of the `Datasets` license appearing in the DOI as `"Apache-2.0"`, which otherwise by default is `"other-open"`. Close #2472.
albertvillanova
https://github.com/huggingface/datasets/pull/2501
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true
920,471,411
2,500
Add load_dataset_builder
closed
[]
2021-06-14T14:27:45
2025-06-20T18:07:24
2021-07-05T10:45:58
Adds the `load_dataset_builder` function. The good thing is that we can reuse this function to load the dataset info without downloading the dataset itself. TODOs: - [x] Add docstring and entry in the docs - [x] Add tests Closes #2484
mariosasko
https://github.com/huggingface/datasets/pull/2500
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true
920,413,021
2,499
Python Programming Puzzles
open
[]
2021-06-14T13:27:18
2021-06-15T18:14:14
null
## Adding a Dataset - **Name:** Python Programming Puzzles - **Description:** Programming challenge called programming puzzles, as an objective and comprehensive evaluation of program synthesis - **Paper:** https://arxiv.org/pdf/2106.05784.pdf - **Data:** https://github.com/microsoft/PythonProgrammingPuzzles ([Scro...
VictorSanh
https://github.com/huggingface/datasets/issues/2499
null
false
920,411,285
2,498
Improve torch formatting performance
open
[]
2021-06-14T13:25:24
2022-07-15T17:12:04
null
**Is your feature request related to a problem? Please describe.** It would be great, if possible, to further improve read performance of raw encoded datasets and their subsequent conversion to torch tensors. A bit more background. I am working on LM pre-training using HF ecosystem. We use encoded HF Wikipedia an...
vblagoje
https://github.com/huggingface/datasets/issues/2498
null
false
920,250,382
2,497
Use default cast for sliced list arrays if pyarrow >= 4
closed
[]
2021-06-14T10:02:47
2021-06-15T18:06:18
2021-06-14T14:24:37
From pyarrow version 4, it is supported to cast sliced lists. This PR uses default pyarrow cast in Datasets to cast sliced list arrays if pyarrow version is >= 4. In relation with PR #2461 and #2490. cc: @lhoestq, @abhi1thakur, @SBrandeis
albertvillanova
https://github.com/huggingface/datasets/pull/2497
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true
920,216,314
2,496
Dataset fingerprint changes after moving the cache directory, which prevent cache reload when using `map`
closed
[]
2021-06-14T09:20:26
2021-06-21T15:05:03
2021-06-21T15:05:03
`Dataset.map` uses the dataset fingerprint (a hash) for caching. However the fingerprint seems to change when someone moves the cache directory of the dataset. This is because it uses the default fingerprint generation: 1. the dataset path is used to get the fingerprint 2. the modification times of the arrow file...
lhoestq
https://github.com/huggingface/datasets/issues/2496
null
false
920,170,030
2,495
JAX formatting
closed
[]
2021-06-14T08:32:07
2021-06-21T16:15:49
2021-06-21T16:15:49
We already support pytorch, tensorflow, numpy, pandas and arrow dataset formatting. Let's add jax as well
lhoestq
https://github.com/huggingface/datasets/issues/2495
null
false
920,149,183
2,494
Improve docs on Enhancing performance
open
[]
2021-06-14T08:11:48
2025-06-28T18:55:38
null
In the ["Enhancing performance"](https://huggingface.co/docs/datasets/loading_datasets.html#enhancing-performance) section of docs, add specific use cases: - How to make datasets the fastest - How to make datasets take the less RAM - How to make datasets take the less hard drive mem cc: @thomwolf
albertvillanova
https://github.com/huggingface/datasets/issues/2494
null
false
919,833,281
2,493
add tensorflow-macos support
closed
[]
2021-06-13T16:20:08
2021-06-15T08:53:06
2021-06-15T08:53:06
ref - https://github.com/huggingface/datasets/issues/2068
slayerjain
https://github.com/huggingface/datasets/pull/2493
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true
919,718,102
2,492
Eduge
closed
[]
2021-06-13T05:10:59
2021-06-22T09:49:04
2021-06-16T10:41:46
Hi, awesome folks behind the huggingface! Here is my PR for the text classification dataset in Mongolian. Please do let me know in case you have anything to clarify. Thanks & Regards, Enod
enod
https://github.com/huggingface/datasets/pull/2492
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true
919,714,506
2,491
add eduge classification dataset
closed
[]
2021-06-13T04:37:01
2021-06-13T05:06:48
2021-06-13T05:06:38
enod
https://github.com/huggingface/datasets/pull/2491
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true
919,571,385
2,490
Allow latest pyarrow version
closed
[]
2021-06-12T14:17:34
2021-07-06T16:54:52
2021-06-14T07:53:23
Allow latest pyarrow version, once that version 4.0.1 fixes the segfault bug introduced in version 4.0.0. Close #2489.
albertvillanova
https://github.com/huggingface/datasets/pull/2490
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true
919,569,749
2,489
Allow latest pyarrow version once segfault bug is fixed
closed
[]
2021-06-12T14:09:52
2021-06-14T07:53:23
2021-06-14T07:53:23
As pointed out by @symeneses (see https://github.com/huggingface/datasets/pull/2268#issuecomment-860048613), pyarrow has fixed the segfault bug present in version 4.0.0 (see https://issues.apache.org/jira/browse/ARROW-12568): - it was fixed on 3 May 2021 - version 4.0.1 was released on 19 May 2021 with the bug fix
albertvillanova
https://github.com/huggingface/datasets/issues/2489
null
false
919,500,756
2,488
Set configurable downloaded datasets path
closed
[]
2021-06-12T09:09:03
2021-06-14T09:13:27
2021-06-14T08:29:07
Part of #2480.
albertvillanova
https://github.com/huggingface/datasets/pull/2488
{ "url": "https://api.github.com/repos/huggingface/datasets/pulls/2488", "html_url": "https://github.com/huggingface/datasets/pull/2488", "diff_url": "https://github.com/huggingface/datasets/pull/2488.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2488.patch", "merged_at": "2021-06-14T08:29...
true
919,452,407
2,487
Set configurable extracted datasets path
closed
[]
2021-06-12T05:47:29
2021-06-14T09:30:17
2021-06-14T09:02:56
Part of #2480.
albertvillanova
https://github.com/huggingface/datasets/pull/2487
{ "url": "https://api.github.com/repos/huggingface/datasets/pulls/2487", "html_url": "https://github.com/huggingface/datasets/pull/2487", "diff_url": "https://github.com/huggingface/datasets/pull/2487.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2487.patch", "merged_at": "2021-06-14T09:02...
true
919,174,898
2,486
Add Rico Dataset
closed
[]
2021-06-11T20:17:41
2022-10-03T09:38:18
2022-10-03T09:38:18
Hi there! I'm wanting to add the Rico datasets for software engineering type data to y'alls awesome library. However, as I have started coding, I've ran into a few hiccups so I thought it best to open the PR early to get a bit of discussion on how the Rico datasets should be added to the `datasets` lib. 1) There ...
ncoop57
https://github.com/huggingface/datasets/pull/2486
{ "url": "https://api.github.com/repos/huggingface/datasets/pulls/2486", "html_url": "https://github.com/huggingface/datasets/pull/2486", "diff_url": "https://github.com/huggingface/datasets/pull/2486.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2486.patch", "merged_at": null }
true
919,099,218
2,485
Implement layered building
open
[]
2021-06-11T18:54:25
2021-06-11T18:54:25
null
As discussed with @stas00 and @lhoestq (see also here https://github.com/huggingface/datasets/issues/2481#issuecomment-859712190): > My suggestion for this would be to have this enabled by default. > > Plus I don't know if there should be a dedicated issue to that is another functionality. But I propose layered b...
albertvillanova
https://github.com/huggingface/datasets/issues/2485
null
false
919,092,635
2,484
Implement loading a dataset builder
closed
[]
2021-06-11T18:47:22
2021-07-05T10:45:57
2021-07-05T10:45:57
As discussed with @stas00 and @lhoestq, this would allow things like: ```python from datasets import load_dataset_builder dataset_name = "openwebtext" builder = load_dataset_builder(dataset_name) print(builder.cache_dir) ```
albertvillanova
https://github.com/huggingface/datasets/issues/2484
null
false
918,871,712
2,483
Use gc.collect only when needed to avoid slow downs
closed
[]
2021-06-11T15:09:30
2021-06-18T19:25:06
2021-06-11T15:31:36
In https://github.com/huggingface/datasets/commit/42320a110d9d072703814e1f630a0d90d626a1e6 we added a call to gc.collect to resolve some issues on windows (see https://github.com/huggingface/datasets/pull/2482) However calling gc.collect too often causes significant slow downs (the CI run time doubled). So I just m...
lhoestq
https://github.com/huggingface/datasets/pull/2483
{ "url": "https://api.github.com/repos/huggingface/datasets/pulls/2483", "html_url": "https://github.com/huggingface/datasets/pull/2483", "diff_url": "https://github.com/huggingface/datasets/pull/2483.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2483.patch", "merged_at": "2021-06-11T15:31...
true
918,846,027
2,482
Allow to use tqdm>=4.50.0
closed
[]
2021-06-11T14:49:21
2021-06-11T15:11:51
2021-06-11T15:11:50
We used to have permission errors on windows whith the latest versions of tqdm (see [here](https://app.circleci.com/pipelines/github/huggingface/datasets/6365/workflows/24f7c960-3176-43a5-9652-7830a23a981e/jobs/39232)) They were due to open arrow files not properly closed by pyarrow. Since https://github.com/huggin...
lhoestq
https://github.com/huggingface/datasets/pull/2482
{ "url": "https://api.github.com/repos/huggingface/datasets/pulls/2482", "html_url": "https://github.com/huggingface/datasets/pull/2482", "diff_url": "https://github.com/huggingface/datasets/pull/2482.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2482.patch", "merged_at": "2021-06-11T15:11...
true
918,680,168
2,481
Delete extracted files to save disk space
closed
[]
2021-06-11T12:21:52
2021-07-19T09:08:18
2021-07-19T09:08:18
As discussed with @stas00 and @lhoestq, allowing the deletion of extracted files would save a great amount of disk space to typical user.
albertvillanova
https://github.com/huggingface/datasets/issues/2481
null
false
918,678,578
2,480
Set download/extracted paths configurable
open
[]
2021-06-11T12:20:24
2021-06-15T14:23:49
null
As discussed with @stas00 and @lhoestq, setting these paths configurable may allow to overcome disk space limitation on different partitions/drives. TODO: - [x] Set configurable extracted datasets path: #2487 - [x] Set configurable downloaded datasets path: #2488 - [ ] Set configurable "incomplete" datasets path?
albertvillanova
https://github.com/huggingface/datasets/issues/2480
null
false
918,672,431
2,479
❌ load_datasets ❌
closed
[]
2021-06-11T12:14:36
2021-06-11T14:46:25
2021-06-11T14:46:25
julien-c
https://github.com/huggingface/datasets/pull/2479
{ "url": "https://api.github.com/repos/huggingface/datasets/pulls/2479", "html_url": "https://github.com/huggingface/datasets/pull/2479", "diff_url": "https://github.com/huggingface/datasets/pull/2479.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2479.patch", "merged_at": "2021-06-11T14:46...
true
918,507,510
2,478
Create release script
open
[]
2021-06-11T09:38:02
2023-07-20T13:22:23
null
Create a script so that releases can be done automatically (as done in `transformers`).
albertvillanova
https://github.com/huggingface/datasets/issues/2478
null
false
918,334,431
2,477
Fix docs custom stable version
closed
[]
2021-06-11T07:26:03
2021-06-14T09:14:20
2021-06-14T08:20:18
Currently docs default version is 1.5.0. This PR fixes this and sets the latest version instead.
albertvillanova
https://github.com/huggingface/datasets/pull/2477
{ "url": "https://api.github.com/repos/huggingface/datasets/pulls/2477", "html_url": "https://github.com/huggingface/datasets/pull/2477", "diff_url": "https://github.com/huggingface/datasets/pull/2477.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2477.patch", "merged_at": "2021-06-14T08:20...
true
917,686,662
2,476
Add TimeDial
closed
[]
2021-06-10T18:33:07
2021-07-30T12:57:54
2021-07-30T12:57:54
Dataset: https://github.com/google-research-datasets/TimeDial To-Do: Update README.md and add YAML tags
bhavitvyamalik
https://github.com/huggingface/datasets/pull/2476
{ "url": "https://api.github.com/repos/huggingface/datasets/pulls/2476", "html_url": "https://github.com/huggingface/datasets/pull/2476", "diff_url": "https://github.com/huggingface/datasets/pull/2476.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2476.patch", "merged_at": "2021-07-30T12:57...
true
917,650,882
2,475
Issue in timit_asr database
closed
[]
2021-06-10T18:05:29
2021-06-13T08:13:50
2021-06-13T08:13:13
## Describe the bug I am trying to load the timit_asr dataset however only the first record is shown (duplicated over all the rows). I am using the next code line dataset = load_dataset(“timit_asr”, split=“test”).shuffle().select(range(10)) The above code result with the same sentence duplicated ten times. It al...
hrahamim
https://github.com/huggingface/datasets/issues/2475
null
false
917,622,055
2,474
cache_dir parameter for load_from_disk ?
closed
[]
2021-06-10T17:39:36
2022-02-16T14:55:01
2022-02-16T14:55:00
**Is your feature request related to a problem? Please describe.** When using Google Colab big datasets can be an issue, as they won't fit on the VM's disk. Therefore mounting google drive could be a possible solution. Unfortunatly when loading my own dataset by using the _load_from_disk_ function, the data gets cache...
chbensch
https://github.com/huggingface/datasets/issues/2474
null
false
917,538,629
2,473
Add Disfl-QA
closed
[]
2021-06-10T16:18:00
2021-07-29T11:56:19
2021-07-29T11:56:18
Dataset: https://github.com/google-research-datasets/disfl-qa To-Do: Update README.md and add YAML tags
bhavitvyamalik
https://github.com/huggingface/datasets/pull/2473
{ "url": "https://api.github.com/repos/huggingface/datasets/pulls/2473", "html_url": "https://github.com/huggingface/datasets/pull/2473", "diff_url": "https://github.com/huggingface/datasets/pull/2473.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2473.patch", "merged_at": "2021-07-29T11:56...
true
917,463,821
2,472
Fix automatic generation of Zenodo DOI
closed
[]
2021-06-10T15:15:46
2021-06-14T16:49:42
2021-06-14T16:49:42
After the last release of Datasets (1.8.0), the automatic generation of the Zenodo DOI failed: it appears in yellow as "Received", instead of in green as "Published". I have contacted Zenodo support to fix this issue. TODO: - [x] Check with Zenodo to fix the issue - [x] Check BibTeX entry is right
albertvillanova
https://github.com/huggingface/datasets/issues/2472
null
false
917,067,165
2,471
Fix PermissionError on Windows when using tqdm >=4.50.0
closed
[]
2021-06-10T08:31:49
2021-06-11T15:11:50
2021-06-11T15:11:50
See: https://app.circleci.com/pipelines/github/huggingface/datasets/235/workflows/cfb6a39f-68eb-4802-8b17-2cd5e8ea7369/jobs/1111 ``` PermissionError: [WinError 32] The process cannot access the file because it is being used by another process ```
albertvillanova
https://github.com/huggingface/datasets/issues/2471
null
false
916,724,260
2,470
Crash when `num_proc` > dataset length for `map()` on a `datasets.Dataset`.
closed
[]
2021-06-09T22:40:22
2021-07-01T09:34:54
2021-07-01T09:11:13
## Describe the bug Crash if when using `num_proc` > 1 (I used 16) for `map()` on a `datasets.Dataset`. I believe I've had cases where `num_proc` > 1 works before, but now it seems either inconsistent, or depends on my data. I'm not sure whether the issue is on my end, because it's difficult for me to debug! Any ti...
mbforbes
https://github.com/huggingface/datasets/issues/2470
null
false
916,440,418
2,469
Bump tqdm version
closed
[]
2021-06-09T17:24:40
2021-06-11T15:03:42
2021-06-11T15:03:36
lewtun
https://github.com/huggingface/datasets/pull/2469
{ "url": "https://api.github.com/repos/huggingface/datasets/pulls/2469", "html_url": "https://github.com/huggingface/datasets/pull/2469", "diff_url": "https://github.com/huggingface/datasets/pull/2469.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2469.patch", "merged_at": null }
true
916,427,320
2,468
Implement ClassLabel encoding in JSON loader
closed
[]
2021-06-09T17:08:54
2021-06-28T15:39:54
2021-06-28T15:05:35
Close #2365.
albertvillanova
https://github.com/huggingface/datasets/pull/2468
{ "url": "https://api.github.com/repos/huggingface/datasets/pulls/2468", "html_url": "https://github.com/huggingface/datasets/pull/2468", "diff_url": "https://github.com/huggingface/datasets/pull/2468.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2468.patch", "merged_at": "2021-06-28T15:05...
true
915,914,098
2,466
change udpos features structure
closed
[]
2021-06-09T08:03:31
2021-06-18T11:55:09
2021-06-16T10:41:37
The structure is change such that each example is a sentence The change is done for issues: #2061 #2444 Close #2061 , close #2444.
cosmeowpawlitan
https://github.com/huggingface/datasets/pull/2466
{ "url": "https://api.github.com/repos/huggingface/datasets/pulls/2466", "html_url": "https://github.com/huggingface/datasets/pull/2466", "diff_url": "https://github.com/huggingface/datasets/pull/2466.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2466.patch", "merged_at": "2021-06-16T10:41...
true
915,525,071
2,465
adding masahaner dataset
closed
[]
2021-06-08T21:20:25
2021-06-14T14:59:05
2021-06-14T14:59:05
Adding Masakhane dataset https://github.com/masakhane-io/masakhane-ner @lhoestq , can you please review
dadelani
https://github.com/huggingface/datasets/pull/2465
{ "url": "https://api.github.com/repos/huggingface/datasets/pulls/2465", "html_url": "https://github.com/huggingface/datasets/pull/2465", "diff_url": "https://github.com/huggingface/datasets/pull/2465.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2465.patch", "merged_at": "2021-06-14T14:59...
true
915,485,601
2,464
fix: adjusting indexing for the labels.
closed
[]
2021-06-08T20:47:25
2021-06-09T10:15:46
2021-06-09T09:10:28
The labels index were mismatching the actual ones used in the dataset. Specifically `0` is used for `SUPPORTS` and `1` is used for `REFUTES` After this change, the `README.md` now reflects the content of `dataset_infos.json`. Signed-off-by: Matteo Manica <drugilsberg@gmail.com>
drugilsberg
https://github.com/huggingface/datasets/pull/2464
{ "url": "https://api.github.com/repos/huggingface/datasets/pulls/2464", "html_url": "https://github.com/huggingface/datasets/pull/2464", "diff_url": "https://github.com/huggingface/datasets/pull/2464.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2464.patch", "merged_at": "2021-06-09T09:10...
true
915,454,788
2,463
Fix proto_qa download link
closed
[]
2021-06-08T20:23:16
2021-06-10T12:49:56
2021-06-10T08:31:10
Fixes #2459 Instead of updating the path, this PR fixes a commit hash as suggested by @lhoestq.
mariosasko
https://github.com/huggingface/datasets/pull/2463
{ "url": "https://api.github.com/repos/huggingface/datasets/pulls/2463", "html_url": "https://github.com/huggingface/datasets/pull/2463", "diff_url": "https://github.com/huggingface/datasets/pull/2463.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2463.patch", "merged_at": "2021-06-10T08:31...
true
915,384,613
2,462
Merge DatasetDict and Dataset
open
[]
2021-06-08T19:22:04
2023-08-16T09:34:34
null
As discussed in #2424 and #2437 (please see there for detailed conversation): - It would be desirable to improve UX with respect the confusion between DatasetDict and Dataset. - The difference between Dataset and DatasetDict is an additional abstraction complexity that confuses "typical" end users. - A user expects...
albertvillanova
https://github.com/huggingface/datasets/issues/2462
null
false
915,286,150
2,461
Support sliced list arrays in cast
closed
[]
2021-06-08T17:38:47
2021-06-08T17:56:24
2021-06-08T17:56:23
There is this issue in pyarrow: ```python import pyarrow as pa arr = pa.array([[i * 10] for i in range(4)]) arr.cast(pa.list_(pa.int32())) # works arr = arr.slice(1) arr.cast(pa.list_(pa.int32())) # fails # ArrowNotImplementedError("Casting sliced lists (non-zero offset) not yet implemented") ``` Howev...
lhoestq
https://github.com/huggingface/datasets/pull/2461
{ "url": "https://api.github.com/repos/huggingface/datasets/pulls/2461", "html_url": "https://github.com/huggingface/datasets/pull/2461", "diff_url": "https://github.com/huggingface/datasets/pull/2461.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2461.patch", "merged_at": "2021-06-08T17:56...
true
915,268,536
2,460
Revert default in-memory for small datasets
closed
[]
2021-06-08T17:14:23
2021-06-08T18:04:14
2021-06-08T17:55:43
Close #2458
albertvillanova
https://github.com/huggingface/datasets/pull/2460
{ "url": "https://api.github.com/repos/huggingface/datasets/pulls/2460", "html_url": "https://github.com/huggingface/datasets/pull/2460", "diff_url": "https://github.com/huggingface/datasets/pull/2460.diff", "patch_url": "https://github.com/huggingface/datasets/pull/2460.patch", "merged_at": "2021-06-08T17:55...
true
915,222,015
2,459
`Proto_qa` hosting seems to be broken
closed
[]
2021-06-08T16:16:32
2021-06-10T08:31:09
2021-06-10T08:31:09
## Describe the bug The hosting (on Github) of the `proto_qa` dataset seems broken. I haven't investigated more yet, just flagging it for now. @zaidalyafeai if you want to dive into it, I think it's just a matter of changing the links in `proto_qa.py` ## Steps to reproduce the bug ```python from datasets impo...
VictorSanh
https://github.com/huggingface/datasets/issues/2459
null
false
915,199,693
2,458
Revert default in-memory for small datasets
closed
[]
2021-06-08T15:51:41
2021-06-08T18:57:11
2021-06-08T17:55:43
Users are reporting issues and confusion about setting default in-memory to True for small datasets. We see 2 clear use cases of Datasets: - the "canonical" way, where you can work with very large datasets, as they are memory-mapped and cached (after every transformation) - some edge cases (speed benchmarks, inter...
albertvillanova
https://github.com/huggingface/datasets/issues/2458
null
false