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https://api.github.com/repos/huggingface/datasets/issues/4609
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4,609
librispeech dataset has to download whole subset when specifing the split to use
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[ "Hi! You can use streaming to fetch only a subset of the data:\r\n```python\r\nraw_dataset = load_dataset(\"librispeech_asr\", \"clean\", split=\"train.100\", streaming=True)\r\n```\r\nAlso, we plan to make it possible to download a particular split in the non-streaming mode, but this task is not easy due to how ou...
2022-06-30T16:38:24Z
2022-07-12T21:44:32Z
2022-07-12T21:44:32Z
NONE
null
null
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## Describe the bug librispeech dataset has to download whole subset when specifing the split to use ## Steps to reproduce the bug see below # Sample code to reproduce the bug ``` !pip install datasets from datasets import load_dataset raw_dataset = load_dataset("librispeech_asr", "clean", split="train.100") ...
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evaluation result changes after `datasets` version change
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[ "Hi! The GH/no-namespace datasets versioning is synced with the version of the `datasets` lib, which means that the `wikiann` script was modified between the two compared versions. In this scenario, you can ensure reproducibility by pinning the script version, which is done by passing `revision=\"x.y.z\"` (e.g. `re...
2022-06-30T12:43:26Z
2022-07-04T17:47:32Z
null
NONE
null
null
null
## Describe the bug evaluation result changes after `datasets` version change ## Steps to reproduce the bug 1. Train a model on WikiAnn 2. reload the ckpt -> test accuracy becomes same as eval accuracy 3. such behavior is gone after downgrading `datasets` https://colab.research.google.com/drive/1kYz7-aZRGdaya...
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4,605
Dataset Viewer issue for boris/gis_filtered
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[ "Yes, this dataset is \"gated\": you first have to go to https://huggingface.co/datasets/boris/gis_filtered and click \"Access repository\" (if you accept to share your contact information with the repository authors).", "I already did that, it returns error when using streaming", "Oh, sorry, I misread. Looking...
2022-06-30T12:23:34Z
2022-07-06T12:34:19Z
2022-07-06T12:34:19Z
NONE
null
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### Link https://huggingface.co/datasets/boris/gis_filtered/viewer/boris--gis_filtered/train ### Description When I try to access this from the website I get this error: Status code: 400 Exception: ClientResponseError Message: 401, message='Unauthorized', url=URL('https://huggingface.co/datase...
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4,603
CI fails recurrently and randomly on Windows
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2022-06-30T10:59:58Z
2022-06-30T13:22:25Z
2022-06-30T13:22:25Z
MEMBER
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As reported by @lhoestq, The windows CI is currently flaky: some dependencies like `aiobotocore`, `multiprocess` and `seqeval` sometimes fail to install. In particular it seems that building the wheels fail. Here is an example of logs: ``` Building wheel for seqeval (setup.py): started Running command 'C:\to...
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1,288,672,007
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4,597
Streaming issue for financial_phrasebank
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[ "cc @huggingface/datasets: it seems like https://www.researchgate.net/ is flaky for datasets hosting (I put the \"hosted-on-google-drive\" tag since it's the same kind of issue I think)", "Let's see if their license allows hosting their data on the Hub.", "License is Creative Commons Attribution-NonCommercial-S...
2022-06-29T12:45:43Z
2022-07-01T09:29:36Z
2022-07-01T09:29:36Z
MEMBER
null
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### Link https://huggingface.co/datasets/financial_phrasebank/viewer/sentences_allagree/train ### Description As reported by a community member using [AutoTrain Evaluate](https://huggingface.co/spaces/autoevaluate/model-evaluator/discussions/5#62bc217436d0e5d316a768f0), there seems to be a problem streaming this dat...
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1,288,381,735
I_kwDODunzps5MyyUn
4,596
Dataset Viewer issue for universal_dependencies
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[ "Thanks, looking at it!", "Finally fixed! We updated the dataset viewer and it fixed the issue.\r\n\r\nhttps://huggingface.co/datasets/universal_dependencies/viewer/aqz_tudet/train\r\n\r\n<img width=\"1561\" alt=\"Capture d’écran 2022-09-07 à 13 29 18\" src=\"https://user-images.githubusercontent.com/1676121/18...
2022-06-29T08:50:29Z
2022-09-07T11:29:28Z
2022-09-07T11:29:27Z
NONE
null
null
null
### Link https://huggingface.co/datasets/universal_dependencies ### Description invalid json response body at https://datasets-server.huggingface.co/splits?dataset=universal_dependencies reason: Unexpected token I in JSON at position 0 ### Owner _No response_
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Dataset Viewer issue with False positive PII redaction
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[ "The value is in the data, it's not an issue with the \"dataset-viewer\".\r\n\r\n<img width=\"1161\" alt=\"Capture d’écran 2022-06-29 à 10 25 51\" src=\"https://user-images.githubusercontent.com/1676121/176389325-4d2a9a7f-1583-45b8-aa7a-960ffaa6a36a.png\">\r\n\r\n Maybe open a PR: https://huggingface.co/datasets/...
2022-06-29T07:15:57Z
2022-06-29T08:29:41Z
2022-06-29T08:27:49Z
CONTRIBUTOR
null
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### Link https://huggingface.co/datasets/cakiki/rosetta-code ### Description Hello, I just noticed an entry being redacted that shouldn't have been: `RootMeanSquare@Range[10]` is being displayed as `[email protected][10]` ### Owner _No response_
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load_from_disk suggests incorrect fix when used to load DatasetDict
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2022-06-29T01:40:01Z
2022-06-29T04:03:44Z
2022-06-29T04:03:44Z
NONE
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Edit: Please feel free to remove this issue. The problem was not the error message but the fact that the DatasetDict.load_from_disk does not support loading nested splits, i.e. if one of the splits is itself a DatasetDict. If nesting splits is an antipattern, perhaps the load_from_disk function can throw a warning indi...
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Issue with jalFaizy/detect_chess_pieces when running datasets-cli test
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[ "Hi @faizankshaikh\r\n\r\nPlease note that we have recently launched the Community feature, specifically targeted to create Discussions (about issues/questions/asking-for-help) on each Dataset on the Hub:\r\n- Blog post: https://huggingface.co/blog/community-update\r\n- Docs: https://huggingface.co/docs/hub/reposit...
2022-06-29T00:15:54Z
2022-06-29T10:30:03Z
2022-06-29T07:49:27Z
NONE
null
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### Link https://huggingface.co/datasets/jalFaizy/detect_chess_pieces ### Description I am trying to write a appropriate data loader for [a custom dataset](https://huggingface.co/datasets/jalFaizy/detect_chess_pieces) using [this script](https://huggingface.co/datasets/jalFaizy/detect_chess_pieces/blob/main/detect_c...
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Can't push Images to hub with manual Dataset
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[ "Hi, thanks for reporting! This issue stems from the changes introduced in https://github.com/huggingface/datasets/pull/4282 (cc @lhoestq), in which list casts are ignored if they don't change the list type (required to preserve `null` values). And `push_to_hub` does a special cast to embed external image files but...
2022-06-29T00:01:23Z
2022-07-08T12:01:36Z
2022-07-08T12:01:35Z
CONTRIBUTOR
null
null
null
## Describe the bug If I create a dataset including an 'Image' feature manually, when pushing to hub decoded images are not pushed, instead it looks for image where image local path is/used to be. This doesn't (at least didn't used to) happen with imagefolder. I want to build dataset manually because it is compli...
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1,286,362,907
I_kwDODunzps5MrFcb
4,581
Dataset Viewer issue for pn_summary
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[ "linked to https://github.com/huggingface/datasets/issues/4580#issuecomment-1168373066?", "Note that I refreshed twice this dataset, and I still have (another) error on one of the splits\r\n\r\n```\r\nStatus code: 400\r\nException: ClientResponseError\r\nMessage: 403, message='Forbidden', url=URL('htt...
2022-06-27T20:56:12Z
2022-06-28T14:42:03Z
2022-06-28T14:42:03Z
MEMBER
null
null
null
### Link https://huggingface.co/datasets/pn_summary/viewer/1.0.0/validation ### Description Getting an index error on the `validation` and `test` splits: ``` Server error Status code: 400 Exception: IndexError Message: list index out of range ``` ### Owner No
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1,286,312,912
I_kwDODunzps5Mq5PQ
4,580
Dataset Viewer issue for multi_news
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[ "Thanks for reporting, @lewtun.\r\n\r\nI forced the refreshing of the preview and it worked OK for train and validation splits.\r\n\r\nI guess the error has to do with the data files being hosted at Google Drive: this gives errors when requested automatically using scripts.\r\nWe should host them to fix the error. ...
2022-06-27T20:25:25Z
2022-06-28T14:08:48Z
2022-06-28T14:08:48Z
MEMBER
null
null
null
### Link https://huggingface.co/datasets/multi_news ### Description Not sure what the index error is referring to here: ``` Status code: 400 Exception: IndexError Message: list index out of range ``` ### Owner No
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1,286,086,400
I_kwDODunzps5MqB8A
4,578
[Multi Configs] Use directories to differentiate between subsets/configurations
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[ "I want to be able to create folders in a model.", "How to set new split names, instead of train/test/validation? For example, I have a local dataset, consists of several subsets, named \"A\", \"B\", and \"C\". How can I create a huggingface dataset, with splits A/B/C ?\r\n\r\nThe document in https://huggingface....
2022-06-27T16:55:11Z
2023-01-03T11:18:41Z
null
MEMBER
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Currently to define several subsets/configurations of your dataset, you need to use a dataset script. However it would be nice to have a no-code way to to this. For example we could specify different configurations of a dataset (for example, if a dataset contains different languages) with one directory per confi...
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1,285,446,700
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4,575
Problem about wmt17 zh-en dataset
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[ "Running into the same error with `wmt17/zh-en`, `wmt18/zh-en` and `wmt19/zh-en`.", "@albertvillanova @lhoestq Could you take a look at this issue?", "@winterfell2021 Hi, I wonder where the code you provided should be added. I tried to add them in the `datasets/table.py` in `array_cast` function, however, the '...
2022-06-27T08:35:42Z
2022-08-23T10:01:02Z
2022-08-23T10:00:21Z
NONE
null
null
null
It seems that in subset casia2015, some samples are like `{'c[hn]':'xxx', 'en': 'aa'}`. So when using `data = load_dataset('wmt17', "zh-en")` to load the wmt17 zh-en dataset, which will raise the exception: ``` Traceback (most recent call last): File "train.py", line 78, in <module> data = load_dataset(args....
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4,572
Dataset Viewer issue for mlsum
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[ "Thanks for reporting, @lewtun.\r\n\r\nAfter investigation, it seems that the server https://gitlab.lip6.fr does not allow HTTP Range requests.\r\n\r\nWe are trying to find a workaround..." ]
2022-06-26T20:24:17Z
2022-07-21T12:40:01Z
2022-07-21T12:40:01Z
MEMBER
null
null
null
### Link https://huggingface.co/datasets/mlsum/viewer/de/train ### Description There's seems to be a problem with the download / streaming of this dataset: ``` Server error Status code: 400 Exception: BadZipFile Message: File is not a zip file ``` ### Owner No
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Dataset Viewer issue for gsarti/flores_101
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[ "Related to https://github.com/huggingface/datasets/issues/4562#issuecomment-1166911751\r\n\r\nI'll assign @albertvillanova ", "I'm just wondering why we don't have this dataset under:\r\n- the `facebook` namespace\r\n- or the canonical dataset `flores`: why does this only have 2 languages?" ]
2022-06-26T11:19:09Z
2022-09-08T08:16:38Z
null
MEMBER
null
null
null
### Link https://huggingface.co/datasets/gsarti/flores_101 ### Description It seems like streaming isn't supported for this dataset: ``` Server Error Status code: 400 Exception: NotImplementedError Message: Extraction protocol for TAR archives like 'https://dl.fbaipublicfiles.com/flores101/dataset...
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4,570
Dataset sharding non-contiguous?
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[ "This was silly; I was sure I'd looked for a `contiguous` argument, and was certain there wasn't one the first time I looked :smile:\r\n\r\nSorry about that.", "Hi! You can pass `contiguous=True` to `.shard()` get contiguous shards. More info on this and the default behavior can be found in the [docs](https://hug...
2022-06-26T08:34:05Z
2022-06-30T11:00:47Z
2022-06-26T14:36:20Z
CONTRIBUTOR
null
null
null
## Describe the bug I'm not sure if this is a bug; more likely normal behavior but i wanted to double check. Is it normal that `datasets.shard` does not produce chunks that, when concatenated produce the original ordering of the sharded dataset? This might be related to this pull request (https://github.com/huggi...
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Dataset Viewer issue for sst2
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[ "Hi @lewtun, thanks for reporting.\r\n\r\nI have checked locally and refreshed the preview and it seems working smooth now:\r\n```python\r\nIn [8]: ds\r\nOut[8]: \r\nDatasetDict({\r\n train: Dataset({\r\n features: ['idx', 'sentence', 'label'],\r\n num_rows: 67349\r\n })\r\n validation: Datas...
2022-06-26T07:32:54Z
2022-06-27T06:37:48Z
2022-06-27T06:37:48Z
MEMBER
null
null
null
### Link https://huggingface.co/datasets/sst2 ### Description Not sure what is causing this, however it seems that `load_dataset("sst2")` also hangs (even though it downloads the files without problem): ``` Status code: 400 Exception: Exception Message: Give up after 5 attempts with Connectio...
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4,568
XNLI cache reload is very slow
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[ "Hi,\r\nCould you tell us how you are running this code?\r\nI tested on my machine (M1 Mac). And it is running fine both on and off internet.\r\n\r\n<img width=\"1033\" alt=\"Screen Shot 2022-07-03 at 1 32 25 AM\" src=\"https://user-images.githubusercontent.com/8711912/177026364-4ad7cedb-e524-4513-97f7-7961bbb34c90...
2022-06-25T16:43:56Z
2022-07-04T14:29:40Z
2022-07-04T14:29:40Z
CONTRIBUTOR
null
null
null
### Reproduce Using `2.3.3.dev0` `from datasets import load_dataset` `load_dataset("xnli", "en")` Turn off Internet `load_dataset("xnli", "en")` I cancelled the second `load_dataset` eventually cuz it took super long. It would be great to have something to specify e.g. `only_load_from_cache` and avoid the ...
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1,284,397,594
I_kwDODunzps5Mjloa
4,566
Document link #load_dataset_enhancing_performance points to nowhere
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[ "Hi! This is indeed the link the docstring should point to. Are you interested in submitting a PR to fix this?", "https://github.com/huggingface/datasets/blame/master/docs/source/cache.mdx#L93\r\n\r\nThere seems already an anchor here. Somehow it doesn't work. I am not very familiar with how this online documenta...
2022-06-25T01:18:19Z
2023-01-24T16:33:40Z
2023-01-24T16:33:40Z
NONE
null
null
null
## Describe the bug A clear and concise description of what the bug is. ![image](https://user-images.githubusercontent.com/11674033/175752806-5b066b92-9d28-4771-9112-5c8606f07741.png) The [load_dataset_enhancing_performance](https://huggingface.co/docs/datasets/v2.3.2/en/package_reference/main_classes#load_dat...
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1,284,141,666
I_kwDODunzps5MinJi
4,565
Add UFSC OCPap dataset
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[ "I will add this directly on the hub (same as #4486)—in https://huggingface.co/lapix" ]
2022-06-24T20:07:54Z
2022-07-06T19:03:02Z
2022-07-06T19:03:02Z
NONE
null
null
null
## Adding a Dataset - **Name:** UFSC OCPap: Papanicolaou Stained Oral Cytology Dataset (v4) - **Description:** The UFSC OCPap dataset comprises 9,797 labeled images of 1200x1600 pixels acquired from 5 slides of cancer diagnosed and 3 healthy of oral brush samples, from distinct patients. - **Paper:** https://dx.doi....
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1,283,779,557
I_kwDODunzps5MhOvl
4,562
Dataset Viewer issue for allocine
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[ "I removed my assignment as @huggingface/datasets should be able to answer better than me\r\n", "Let me have a look...", "Thanks for the quick fix @albertvillanova ", "Note that the underlying issue is that datasets containing TAR files are not streamable out of the box: they need being iterated with `dl_mana...
2022-06-24T13:50:38Z
2022-06-27T06:39:32Z
2022-06-24T16:44:41Z
MEMBER
null
null
null
### Link https://huggingface.co/datasets/allocine ### Description Not sure if this is a problem with `bz2` compression, but I thought these datasets could be streamed: ``` Status code: 400 Exception: AttributeError Message: 'TarContainedFile' object has no attribute 'readable' ``` ### Owner No
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1,283,462,881
I_kwDODunzps5MgBbh
4,556
Dataset Viewer issue for conll2003
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[ "Fixed, thanks." ]
2022-06-24T08:55:18Z
2022-06-24T09:50:39Z
2022-06-24T09:50:39Z
MEMBER
null
null
null
### Link https://huggingface.co/datasets/conll2003/viewer/conll2003/test ### Description Seems like a cache problem with this config / split: ``` Server error Status code: 400 Exception: FileNotFoundError Message: [Errno 2] No such file or directory: '/cache/modules/datasets_modules/datasets/conll...
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1,283,451,651
I_kwDODunzps5Mf-sD
4,555
Dataset Viewer issue for xtreme
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[ "Fixed, thanks." ]
2022-06-24T08:46:08Z
2022-06-24T09:50:45Z
2022-06-24T09:50:45Z
MEMBER
null
null
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### Link https://huggingface.co/datasets/xtreme/viewer/PAN-X.de/test ### Description There seems to be a problem with the cache of this config / split: ``` Server error Status code: 400 Exception: FileNotFoundError Message: [Errno 2] No such file or directory: '/cache/modules/datasets_modules/data...
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1,282,374,441
I_kwDODunzps5Mb3sp
4,550
imdb source error
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[ "Thanks for reporting, @Muhtasham.\r\n\r\nIndeed IMDB dataset is not accessible from yesterday, because the data is hosted on the data owners servers at Stanford (http://ai.stanford.edu/) and these are down due to a power outage originated by a fire: https://twitter.com/StanfordAILab/status/1539472302399623170?s=20...
2022-06-23T13:02:52Z
2022-06-23T13:47:05Z
2022-06-23T13:47:04Z
NONE
null
null
null
## Describe the bug imdb dataset not loading ## Steps to reproduce the bug ```python from datasets import load_dataset dataset = load_dataset("imdb") ``` ## Expected results ## Actual results ```bash 06/23/2022 14:45:18 - INFO - datasets.builder - Dataset not on Hf google storage. Downloading and pr...
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4,549
FileNotFoundError when passing a data_file inside a directory starting with double underscores
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[ "I have consistently experienced this bug on GitHub actions when bumping to `2.3.2`", "We're working on a fix ;)" ]
2022-06-23T12:19:24Z
2022-06-30T14:38:18Z
2022-06-30T14:38:18Z
MEMBER
null
null
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Bug experienced in the `accelerate` CI: https://github.com/huggingface/accelerate/runs/7016055148?check_suite_focus=true This is related to https://github.com/huggingface/datasets/pull/4505 and the changes from https://github.com/huggingface/datasets/pull/4412
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4,548
Metadata.jsonl for Imagefolder is ignored if it's in a parent directory to the splits directories/do not have "{split}_" prefix
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[ "I agree it would be nice to support this. It doesn't fit really well in the current data_files.py, where files of each splits are separated in different folder though, maybe we have to modify a bit the logic here. \r\n\r\nOne idea would be to extend `get_patterns_in_dataset_repository` and `get_patterns_locally` t...
2022-06-23T10:58:57Z
2022-06-30T10:15:32Z
2022-06-30T10:15:32Z
CONTRIBUTOR
null
null
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If data contains a single `metadata.jsonl` file for several splits, it won't be included in a dataset's `data_files` and therefore ignored. This happens when a directory is structured like as follows: ``` train/ file_1.jpg file_2.jpg test/ file_3.jpg file_4.jpg metadata.jsonl ``` or like as follows:...
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[CI] seqeval installation fails sometimes on python 3.6
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2022-06-22T16:35:23Z
2022-06-23T10:13:44Z
2022-06-23T10:13:44Z
MEMBER
null
null
null
The CI sometimes fails to install seqeval, which cause the `seqeval` metric tests to fail. The installation fails because of this error: ``` Collecting seqeval Downloading seqeval-1.2.2.tar.gz (43 kB) |███████▌ | 10 kB 42.1 MB/s eta 0:00:01 |███████████████ ...
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1,280,269,445
I_kwDODunzps5MT1yF
4,542
[to_tf_dataset] Use Feather for better compatibility with TensorFlow ?
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[ "This has so much potential to be great! Also I think you tagged some poor random dude on the internet whose name is also Joao, lol, edited that for you! ", "cc @sayakpaul here too, since he was interested in our new approaches to converting datasets!", "Noted and I will look into the thread in detail tomorrow ...
2022-06-22T14:42:00Z
2022-10-11T08:45:45Z
null
MEMBER
null
null
null
To have better performance in TensorFlow, it is important to provide lists of data files in supported formats. For example sharded TFRecords datasets are extremely performant. This is because tf.data can better leverage parallelism in this case, and load one file at a time in memory. It seems that using `tensorflow_...
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1,280,142,942
I_kwDODunzps5MTW5e
4,540
Avoid splitting by` .py` for the file.
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[ "Hi @espoirMur, thanks for reporting.\r\n\r\nYou are right: that code line could be improved and made more generically valid.\r\n\r\nOn the other hand, I would suggest using `os.path.splitext` instead.\r\n\r\nAre you willing to open a PR? :)", "I will have a look.. \r\n\r\nThis weekend .. ", "@albertvillanova ...
2022-06-22T13:26:55Z
2022-07-07T13:17:44Z
2022-07-07T13:17:44Z
NONE
null
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https://github.com/huggingface/datasets/blob/90b3a98065556fc66380cafd780af9b1814b9426/src/datasets/load.py#L272 Hello, Thanks you for this library . I was using it and I had one edge case. my home folder name ends with `.py` it is `/home/espoir.py` so anytime I am running the code to load a local module thi...
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1,279,409,786
I_kwDODunzps5MQj56
4,538
Dataset Viewer issue for Pile of Law
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[ "Hi @Breakend, yes – we'll propose a solution today", "Thanks so much, I appreciate it!", "Thanks so much for adding the docs. I was able to successfully hide the viewer using the \r\n```\r\nviewer: false\r\n```\r\nflag in the README.md of the dataset. I'm closing the issue because this is resolved. Thanks agai...
2022-06-22T02:48:40Z
2022-06-27T07:30:23Z
2022-06-26T22:26:22Z
NONE
null
null
null
### Link https://huggingface.co/datasets/pile-of-law/pile-of-law ### Description Hi, I would like to turn off the dataset viewer for our dataset without enabling access requests. To comply with upstream dataset creator requests/licenses, we would like to make sure that the data is not indexed by search engines...
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1,277,211,490
I_kwDODunzps5MILNi
4,533
Timestamp not returned as datetime objects in streaming mode
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2022-06-20T17:28:47Z
2022-06-22T16:29:09Z
2022-06-22T16:29:09Z
MEMBER
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null
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As reported in (internal) https://github.com/huggingface/datasets-server/issues/397 ```python >>> from datasets import load_dataset >>> dataset = load_dataset("ett", name="h2", split="test", streaming=True) >>> d = next(iter(dataset)) >>> d['start'] Timestamp('2016-07-01 00:00:00') ``` while loading in non-...
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1,277,054,172
I_kwDODunzps5MHkzc
4,531
Dataset Viewer issue for CSV datasets
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[ "this should now be fixed", "Confirmed, it's fixed now. Thanks for reporting, and thanks @coyotte508 for fixing it\r\n\r\n<img width=\"1123\" alt=\"Capture d’écran 2022-06-21 à 10 28 05\" src=\"https://user-images.githubusercontent.com/1676121/174753833-1b453a5a-6a90-4717-bca1-1b5fc6b75e4a.png\">\r\n" ]
2022-06-20T14:56:24Z
2022-06-21T08:28:46Z
2022-06-21T08:28:27Z
CONTRIBUTOR
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### Link https://huggingface.co/datasets/scikit-learn/breast-cancer-wisconsin ### Description I'm populating CSV datasets [here](https://huggingface.co/scikit-learn) but the viewer is not enabled and it looks for a dataset loading script, the datasets aren't on queue as well. You can replicate the problem by sim...
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1,276,729,303
I_kwDODunzps5MGVfX
4,529
Ecoset
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[ "Hi! Very cool dataset! I answered your questions on the forum. Also, feel free to comment `#self-assign` on this issue to self-assign it." ]
2022-06-20T10:39:34Z
2022-06-21T16:17:16Z
null
NONE
null
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## Adding a Dataset - **Name:** *Ecoset* - **Description:** *https://www.kietzmannlab.org/ecoset/* - **Paper:** *https://doi.org/10.1073/pnas.2011417118* - **Data:** *https://codeocean.com/capsule/9570390/tree/v1* - **Motivation:** **Ecoset** was created as a clean and ecologically valid alternative to **Imagen...
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1,276,679,155
I_kwDODunzps5MGJPz
4,528
Memory leak when iterating a Dataset
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[ "Is someone assigned to this issue?", "The same issue is being debugged here: https://github.com/huggingface/datasets/issues/4883\r\n", "Here is a modified repro example that makes it easier to see the leak:\r\n\r\n```\r\n$ cat ds2.py\r\nimport gc, sys\r\nimport time\r\nfrom datasets import load_dataset\r\nimpo...
2022-06-20T10:03:14Z
2022-09-12T08:51:39Z
2022-09-12T08:51:39Z
MEMBER
null
null
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e## Describe the bug It seems that memory never gets freed after iterating a `Dataset` (using `.map()` or a simple `for` loop) ## Steps to reproduce the bug ```python import gc import logging import time import pyarrow from datasets import load_dataset from tqdm import trange import os, psutil logging.ba...
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1,276,583,536
I_kwDODunzps5MFx5w
4,527
Dataset Viewer issue for vadis/sv-ident
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[ "Fixed, thanks!\r\n![Uploading Capture d’écran 2022-06-21 à 18.42.40.png…]()\r\n\r\n" ]
2022-06-20T08:47:42Z
2022-06-21T16:42:46Z
2022-06-21T16:42:45Z
MEMBER
null
null
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### Link https://huggingface.co/datasets/vadis/sv-ident ### Description The dataset preview does not work: ``` Server Error Status code: 400 Exception: Status400Error Message: The dataset does not exist. ``` However, the dataset is streamable and works locally: ```python In [1]: from dataset...
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1,276,580,185
I_kwDODunzps5MFxFZ
4,526
split cache used when processing different split
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[ "I was not able to reproduce this behavior (I tried without using pytorch lightning though, since I don't know what code you ran in pytorch lightning to get this).\r\n\r\nIf you can provide a MWE that would be perfect ! :)", "Hi, I think the issue happened because I was loading datasets under an `if` ... `else` s...
2022-06-20T08:44:58Z
2022-06-28T14:04:58Z
null
CONTRIBUTOR
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null
null
## Describe the bug` ``` ds1 = load_dataset('squad', split='validation') ds2 = load_dataset('squad', split='train') ds1 = ds1.map(some_function) ds2 = ds2.map(some_function) assert ds1 == ds2 ``` This happens when ds1 and ds2 are created in `pytorch_lightning.DataModule` through ``` class myDataModule: ...
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1,276,491,386
I_kwDODunzps5MFbZ6
4,525
Out of memory error on workers while running Beam+Dataflow
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[ "Some naive ideas to cope with this:\r\n- enable more RAM on each worker\r\n- force the spanning of more workers\r\n- others?", "@albertvillanova We were finally able to process the full NQ dataset on our machines using 600 gb with 5 workers. Maybe these numbers will work for you as well.", "Thanks a lot for th...
2022-06-20T07:28:12Z
2022-06-30T09:33:57Z
null
MEMBER
null
null
null
## Describe the bug While running the preprocessing of the natural_question dataset (see PR #4368), there is an issue for the "default" config (train+dev files). Previously we ran the preprocessing for the "dev" config (only dev files) with success. Train data files are larger than dev ones and apparently worker...
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https://github.com/huggingface/datasets/issues/4524
1,275,909,186
I_kwDODunzps5MDNRC
4,524
Downloading via Apache Pipeline, client cancelled (org.apache.beam.vendor.grpc.v1p43p2.io.grpc.StatusRuntimeException)
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[ "Hi @dan-the-meme-man, thanks for reporting.\r\n\r\nWe are investigating a similar issue but with Beam+Dataflow (instead of Beam+Flink): \r\n- #4525\r\n\r\nIn order to go deeper into the root cause, we need as much information as possible: logs from the main process + logs from the workers are very informative.\r\n...
2022-06-18T23:36:45Z
2022-06-21T00:38:20Z
null
NONE
null
null
null
## Describe the bug When downloading some `wikipedia` languages (in particular, I'm having a hard time with Spanish, Cebuano, and Russian) via FlinkRunner, I encounter the exception in the title. I have been playing with package versions a lot, because unfortunately, the different dependencies required by these packag...
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1,274,929,328
I_kwDODunzps5L_eCw
4,522
Try to reduce the number of datasets that require manual download
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2022-06-17T11:42:03Z
2022-06-17T11:52:48Z
null
CONTRIBUTOR
null
null
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> Currently, 41 canonical datasets require manual download. I checked their scripts and I'm pretty sure this number can be reduced to ≈ 30 by not relying on bash scripts to download data, hosting data directly on the Hub when the license permits, etc. Then, we will mostly be left with datasets with restricted access, w...
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1,274,919,437
I_kwDODunzps5L_boN
4,521
Datasets method `.map` not hashing
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[ "Fix posted: https://github.com/huggingface/datasets/issues/4506#issuecomment-1157417219", "Didn't realize it's a bug when I asked the question yesterday! Free free to post an answer if you are sure the cause has been addressed.\r\n\r\nhttps://stackoverflow.com/questions/72664827/can-pickle-dill-foo-but-not-lambd...
2022-06-17T11:31:10Z
2022-08-04T12:08:16Z
2022-06-28T13:23:05Z
CONTRIBUTOR
null
null
null
## Describe the bug Datasets method `.map` not hashing, even with an empty no-op function ## Steps to reproduce the bug ```python from datasets import load_dataset # download 9MB dummy dataset ds = load_dataset("hf-internal-testing/librispeech_asr_dummy", "clean") def prepare_dataset(batch): return(b...
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1,274,879,180
I_kwDODunzps5L_RzM
4,520
Failure to hash `dataclasses` - results in functions that cannot be hashed or cached in `.map`
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[ "I think this has been fixed by #4516, let me know if you encounter this again :)\r\n\r\nI re-ran your code in 3.7 and 3.9 and it works fine", "Thank you!" ]
2022-06-17T10:47:17Z
2022-06-28T14:47:17Z
2022-06-28T14:04:29Z
CONTRIBUTOR
null
null
null
Dataclasses cannot be hashed. As a result, they cannot be hashed or cached if used in the `.map` method. Dataclasses are used extensively in Transformers examples scripts: (c.f. [CTC example](https://github.com/huggingface/transformers/blob/main/examples/pytorch/speech-recognition/run_speech_recognition_ctc.py)). Since...
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1,273,505,230
I_kwDODunzps5L6CXO
4,514
Allow .JPEG as a file extension
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[ "Hi, thanks for reporting! I've opened a PR with the fix.", "Wow, that was quick! Thank you very much 🙏 " ]
2022-06-16T12:36:20Z
2022-06-20T08:18:46Z
2022-06-16T17:11:40Z
NONE
null
null
null
## Describe the bug When loading image data, HF datasets seems to recognize `.jpg` and `.jpeg` file extensions, but not e.g. .JPEG. As the naming convention .JPEG is used in important datasets such as imagenet, I would welcome if according extensions like .JPEG or .JPG would be allowed. ## Steps to reproduce the bu...
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1,272,718,921
I_kwDODunzps5L3CZJ
4,508
cast_storage method from datasets.features
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[ "Hi! We've recently added a check to the `ClassLabel` type to ensure the values are in the valid label range `-1, 0, ..., num_classes-1` (-1 is used for missing values). The error in your case happens only if the `labels` column is of type `Sequence(ClassLabel(...))` before the `map` call and can be avoided by call...
2022-06-15T20:47:22Z
2022-06-16T13:54:07Z
2022-06-16T13:54:07Z
NONE
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## Describe the bug A bug occurs when mapping a function to a dataset object. I ran the same code with the same data yesterday and it worked just fine. It works when i run locally on an old version of datasets. ## Steps to reproduce the bug Steps are: - load whatever datset - write a preprocessing function such ...
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1,272,615,932
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4,507
How to let `load_dataset` return a `Dataset` instead of `DatasetDict` in customized loading script
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[ "Hi @liyucheng09.\r\n\r\nUsers can pass the `split` parameter to `load_dataset`. For example, if your split name is \"train\",\r\n```python\r\nds = load_dataset(\"dataset_name\", split=\"train\")\r\n```\r\nwill return a `Dataset` instance.", "@albertvillanova Thanks! I can't believe I didn't know this feature til...
2022-06-15T18:56:34Z
2022-06-16T10:40:08Z
2022-06-16T10:40:08Z
NONE
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If the dataset does not need splits, i.e., no training and validation split, more like a table. How can I let the `load_dataset` function return a `Dataset` object directly rather than return a `DatasetDict` object with only one key-value pair. Or I can paraphrase the question in the following way: how to skip `_spl...
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I_kwDODunzps5L2REf
4,506
Failure to hash (and cache) a `.map(...)` (almost always) - using this method can produce incorrect results
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[ "Important info:\r\n\r\nAs hashes are generated randomly for functions, it leads to **false identifying some results as already hashed** (mapping function is not executed after a method update) when there's a `pytorch_lightning.seed_everything(123)`", "@lhoestq\r\nseems like quite critical stuff for me, if I'm no...
2022-06-15T17:11:31Z
2023-02-16T03:14:32Z
2022-06-28T13:23:05Z
NONE
null
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## Describe the bug Sometimes I get messages about not being able to hash a method: `Parameter 'function'=<function StupidDataModule._separate_speaker_id_from_dialogue at 0x7f1b27180d30> of the transform datasets.arrow_dataset.Dataset. _map_single couldn't be hashed properly, a random hash was used instead. Make sur...
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1,272,418,480
I_kwDODunzps5L15Cw
4,504
Can you please add the Stanford dog dataset?
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[ "would you like to give it a try, @dgrnd4? (maybe with the help of the dataset author?)", "@julien-c i am sorry but I have no idea about how it works: can I add the dataset by myself, following \"instructions to add a new dataset\"?\r\nCan I add a dataset even if it's not mine? (it's public in the link that I wro...
2022-06-15T15:39:35Z
2022-07-09T04:47:47Z
null
NONE
null
null
null
## Adding a Dataset - **Name:** *Stanford dog dataset* - **Description:** *The dataset is about 120 classes for a total of 20.580 images. You can find the dataset here http://vision.stanford.edu/aditya86/ImageNetDogs/* - **Paper:** *http://vision.stanford.edu/aditya86/ImageNetDogs/* - **Data:** *[link to the Github...
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1,272,353,700
I_kwDODunzps5L1pOk
4,502
Logic bug in arrow_writer?
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[ "Hi @cccntu you're right, as when `batch_examples={}` the current if-statement won't be triggered as the condition won't be satisfied, I'll prepare a PR to address it as well as add the regression tests so that this issue is handled properly.", "Hi @alvarobartt ,\r\nThanks for answering. Do you know when and why ...
2022-06-15T14:50:00Z
2022-06-18T15:15:51Z
2022-06-18T15:15:51Z
CONTRIBUTOR
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https://github.com/huggingface/datasets/blob/88a902d6474fae8d793542d57a4f3b0d187f3c5b/src/datasets/arrow_writer.py#L475-L488 I got some error, and I found it's caused by `batch_examples` being `{}`. I wonder if the code should be as follows: ``` - if batch_examples and len(next(iter(batch_examples.values())...
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1,272,100,549
I_kwDODunzps5L0rbF
4,498
WER and CER > 1
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[ "WER can have values bigger than 1.0, this is expected when there are too many insertions\r\n\r\nFrom [wikipedia](https://en.wikipedia.org/wiki/Word_error_rate):\r\n> Note that since N is the number of words in the reference, the word error rate can be larger than 1.0" ]
2022-06-15T11:35:12Z
2022-06-15T16:38:05Z
2022-06-15T16:38:05Z
NONE
null
null
null
## Describe the bug It seems that in some cases in which the `prediction` is longer than the `reference` we may have word/character error rate higher than 1 which is a bit odd. If it's a real bug I think I can solve it with a PR changing [this](https://github.com/huggingface/datasets/blob/master/metrics/wer/wer.py#...
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1,271,850,599
I_kwDODunzps5LzuZn
4,494
Patching fails for modules that are not installed or don't exist
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2022-06-15T08:17:29Z
2022-06-15T08:54:09Z
2022-06-15T08:54:09Z
MEMBER
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Reported in https://github.com/huggingface/huggingface_hub/runs/6894703718?check_suite_focus=true When trying to patch `scipy.io.loadmat`: ```python ModuleNotFoundError: No module named 'scipy' ``` Instead it shouldn't raise an error and do nothing We use patching to extend such functions to support remot...
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1,270,803,822
I_kwDODunzps5Lvu1u
4,491
Dataset Viewer issue for Pavithree/test
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[ "This issue can be resolved according to this post https://stackoverflow.com/questions/70566660/parquet-with-null-columns-on-pyarrow. It looks like first data entry in the json file must not have any null values as pyarrow uses this first file to infer schema for entire dataset." ]
2022-06-14T13:23:10Z
2022-06-14T14:37:21Z
2022-06-14T14:34:33Z
NONE
null
null
null
### Link https://huggingface.co/datasets/Pavithree/test ### Description I have extracted the subset of original eli5 dataset found at hugging face. However, while loading the dataset It throws ArrowNotImplementedError: Unsupported cast from string to null using function cast_null error. Is there anything missi...
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1,270,719,074
I_kwDODunzps5LvaJi
4,490
Use `torch.nested_tensor` for arrays of varying length in torch formatter
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2022-06-14T12:19:40Z
2022-06-14T12:19:40Z
null
CONTRIBUTOR
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Use `torch.nested_tensor` for arrays of varying length in `TorchFormatter`. The PyTorch API of nested tensors is in the prototype stage, so wait for it to become more mature.
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I_kwDODunzps5Lp0bQ
4,483
Dataset.map throws pyarrow.lib.ArrowNotImplementedError when converting from list of empty lists
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[ "Hi @sanderland ! Thanks for reporting :) This is a bug, I opened a PR to fix it. We'll do a new release soon\r\n\r\nIn the meantime you can fix it by specifying in advance that the \"label\" are integers:\r\n```python\r\nimport numpy as np\r\n\r\nds = Dataset.from_dict(\r\n {\r\n \"text\": [\"the lazy do...
2022-06-13T10:47:52Z
2022-06-14T13:34:14Z
2022-06-14T13:34:14Z
CONTRIBUTOR
null
null
null
## Describe the bug Dataset.map throws pyarrow.lib.ArrowNotImplementedError: Unsupported cast from int64 to null using function cast_null when converting from a type of 'empty lists' to 'lists with some type'. This appears to be due to the interaction of arrow internals and some assumptions made by datasets. T...
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1,268,921,567
I_kwDODunzps5LojTf
4,480
Bigbench tensorflow GPU dependency
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[ "Thanks for reporting ! :) cc @andersjohanandreassen can you take a look at this ?\r\n\r\nAlso @cceyda feel free to open an issue at [BIG-Bench](https://github.com/google/BIG-bench) as well regarding the `AttributeError`", "I'm on vacation for the next week, so won't be able to do much debugging at the moment. So...
2022-06-13T05:24:06Z
2022-06-14T19:45:24Z
2022-06-14T19:45:23Z
CONTRIBUTOR
null
null
null
## Describe the bug Loading bigbech ```py from datasets import load_dataset dataset = load_dataset("bigbench","swedish_to_german_proverbs") ``` tries to use gpu and fails with OOM with the following error ``` Downloading and preparing dataset bigbench/swedish_to_german_proverbs (download: Unknown size, genera...
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1,268,358,213
I_kwDODunzps5LmZxF
4,478
Dataset slow during model training
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[ "Hi ! cc @Rocketknight1 maybe you know better ?\r\n\r\nI'm not too familiar with `tf.data.experimental.save`. Note that `datasets` uses memory mapping, so depending on your hardware and the disk you are using you can expect performance differences with a dataset loaded in RAM", "Hi @lehrig, I suspect what's happe...
2022-06-11T19:40:19Z
2022-06-14T12:04:31Z
null
NONE
null
null
null
## Describe the bug While migrating towards 🤗 Datasets, I encountered an odd performance degradation: training suddenly slows down dramatically. I train with an image dataset using Keras and execute a `to_tf_dataset` just before training. First, I have optimized my dataset following https://discuss.huggingface.co/...
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1,268,308,986
I_kwDODunzps5LmNv6
4,477
Dataset Viewer issue for fgrezes/WIESP2022-NER
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[ "https://huggingface.co/datasets/fgrezes/WIESP2022-NER\r\n\r\nThe error:\r\n\r\n```\r\nMessage: Couldn't find a dataset script at /src/services/worker/fgrezes/WIESP2022-NER/WIESP2022-NER.py or any data file in the same directory. Couldn't find 'fgrezes/WIESP2022-NER' on the Hugging Face Hub either: FileNotFou...
2022-06-11T15:49:17Z
2022-07-18T13:07:33Z
2022-07-18T13:07:33Z
NONE
null
null
null
### Link _No response_ ### Description _No response_ ### Owner _No response_
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1,267,987,499
I_kwDODunzps5Lk_Qr
4,476
`to_pandas` doesn't take into account format.
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[ "Thanks for opening a discussion :)\r\n\r\nNote that you can use `.remove_columns(...)` to keep only the ones you're interested in before calling `.to_pandas()`", "Yes I can do that thank you!\r\n\r\nDo you think that conceptually my example should work? If not, I'm happy to close this issue. \r\n\r\nIf yes, I ca...
2022-06-10T20:25:31Z
2022-06-15T17:41:41Z
2022-06-15T17:41:41Z
CONTRIBUTOR
null
null
null
**Is your feature request related to a problem? Please describe.** I have a large dataset that I need to convert part of to pandas to do some further analysis. Calling `to_pandas` directly on it is expensive. So I thought I could simply select the columns that I want and then call `to_pandas`. **Describe the solu...
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1,267,475,268
I_kwDODunzps5LjCNE
4,471
CI error with repo lhoestq/_dummy
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[ "fixed by https://github.com/huggingface/datasets/pull/4472" ]
2022-06-10T12:26:06Z
2022-06-10T13:24:53Z
2022-06-10T13:24:53Z
MEMBER
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null
## Describe the bug CI is failing because of repo "lhoestq/_dummy". See: https://app.circleci.com/pipelines/github/huggingface/datasets/12461/workflows/1b040b45-9578-4ab9-8c44-c643c4eb8691/jobs/74269 ``` requests.exceptions.HTTPError: 401 Client Error: Unauthorized for url: https://huggingface.co/api/datasets/lhoest...
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Transcript string 'null' converted to [None] by load_dataset()
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[ "Hi @mbarnig, thanks for reporting.\r\n\r\nPlease note that is an expected behavior by `pandas` (we use the `pandas` library to parse CSV files): https://pandas.pydata.org/docs/reference/api/pandas.read_csv.html\r\n```\r\nBy default the following values are interpreted as NaN: \r\n‘’, ‘#N/A’, ‘#N/A N/A’, ‘#NA’, ‘-1...
2022-06-09T14:26:00Z
2022-06-09T17:55:37Z
2022-06-09T16:29:02Z
NONE
null
null
null
## Issue I am training a luxembourgish speech-recognition model in Colab with a custom dataset, including a dictionary of luxembourgish words, for example the speaken numbers 0 to 9. When preparing the dataset with the script `ds_train1 = mydataset.map(prepare_dataset)` the following error was issued: ``` ...
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BigBench: NonMatchingSplitsSizesError when passing a dataset configuration parameter
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[ "Why not adding `max_examples` as part of the config name?", "Yup it can also work, and maybe it's simpler this way. Opening a PR to fix bigbench instead of https://github.com/huggingface/datasets/pull/4463", "Hi @lhoestq,\r\n\r\nThank you for taking a look at this issue, and proposing a solution. \r\nUnfortuna...
2022-06-08T17:31:24Z
2022-07-05T07:39:55Z
null
MEMBER
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As noticed in https://github.com/huggingface/datasets/pull/4125 when a dataset config class has a parameter that reduces the number of examples (e.g. named `max_examples`), then loading the dataset and passing `max_examples` raises `NonMatchingSplitsSizesError`. This is because it will check for expected the number ...
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I_kwDODunzps5LY1LD
4,461
AttributeError: module 'datasets' has no attribute 'load_dataset'
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2022-06-08T13:59:20Z
2022-06-08T14:41:00Z
2022-06-08T14:41:00Z
NONE
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## Describe the bug I have piped install datasets, but this package doesn't have these attributes: load_dataset, load_metric. ## Environment info - `datasets` version: 1.9.0 - Platform: Linux-5.13.0-44-generic-x86_64-with-debian-bullseye-sid - Python version: 3.6.13 - PyArrow version: 6.0.1
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Workflow for Tabular data
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[ "I use below to load a dataset:\r\n```\r\ndataset = datasets.load_dataset(\"scikit-learn/auto-mpg\")\r\ndf = pd.DataFrame(dataset[\"train\"])\r\n```\r\nTBH as said, tabular folk split their own dataset, they sometimes have two splits, sometimes three. Maybe somehow avoiding it for tabular datasets might be good for...
2022-06-07T12:48:22Z
2023-02-03T16:43:19Z
null
MEMBER
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Tabular data are treated very differently than data for NLP, audio, vision, etc. and therefore the worflow for tabular data in `datasets` is not ideal. For example for tabular data, it is common to use pandas/spark/dask to process the data, and then load the data into X and y (X is an array of features and y an arra...
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4,454
Dataset Viewer issue for Yaxin/SemEval2015
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[ "Closing since it's a duplicate of https://github.com/huggingface/datasets/issues/4453" ]
2022-06-07T03:31:46Z
2022-06-07T11:53:11Z
2022-06-07T11:53:11Z
NONE
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### Link _No response_ ### Description the link could not visit ### Owner _No response_
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Dataset Viewer issue for Yaxin/SemEval2015
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[ "I understand that the issue is that a remote file (URL) is being loaded as a local file. Right @albertvillanova @lhoestq?\r\n\r\n```\r\nMessage: [Errno 2] No such file or directory: 'https://raw.githubusercontent.com/YaxinCui/ABSADataset/main/SemEval2015Task12Corrected/train/restaurants_train.xml'\r\n```", ...
2022-06-07T03:30:08Z
2022-06-09T08:34:16Z
2022-06-09T08:34:16Z
NONE
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### Link _No response_ ### Description _No response_ ### Owner _No response_
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4,452
Trying to load FEVER dataset results in NonMatchingChecksumError
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[ "Thanks for reporting @santhnm2. We are fixing it.\r\n\r\nData owners updated their URLs recently. We have to align with them, otherwise you do not download anything (that is why ignore_verifications does not work).", "Hello! Is there any update on this? I am having the same issue 6 months later." ]
2022-06-06T23:13:15Z
2022-12-15T13:36:40Z
2022-06-08T07:16:16Z
NONE
null
null
null
## Describe the bug Trying to load the `fever` dataset fails with `datasets.utils.info_utils.NonMatchingChecksumError`. I tried with `download_mode="force_redownload"` but that did not fix the error. I also tried with `ignore_verification=True` but then that raised a `json.decoder.JSONDecodeError`. ## Steps to r...
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2022-06-06T02:24:32Z
2022-06-06T15:44:50Z
2022-06-06T15:44:50Z
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import android.content.DialogInterface; import android.database.Cursor; import android.os.Bundle; import android.view.View; import android.widget.ArrayAdapter; import android.widget.Button; import android.widget.EditText; import android.widget.Toast; import androidx.appcompat.app.AlertDialog; import androidx.appcompat...
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New Preprocessing Feature - Deduplication [Request]
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[ "Hi! The [datasets_sql](https://github.com/mariosasko/datasets_sql) package lets you easily find distinct rows in a dataset (an example with `SELECT DISTINCT` is in the readme). Deduplication is (still) not part of the official API because it's hard to implement for datasets bigger than RAM while only using the nat...
2022-06-05T05:32:56Z
2022-06-05T15:14:27Z
null
NONE
null
null
null
**Is your feature request related to a problem? Please describe.** Many large datasets are full of duplications and it has been shown that deduplicating datasets can lead to better performance while training, and more truthful evaluation at test-time. A feature that allows one to easily deduplicate a dataset can be...
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1,259,606,334
I_kwDODunzps5LFBE-
4,443
Dataset Viewer issue for openclimatefix/nimrod-uk-1km
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[ "If I understand correctly, this is due to the key `split` missing in the line https://huggingface.co/datasets/openclimatefix/nimrod-uk-1km/blob/main/nimrod-uk-1km.py#L41 of the script.\r\nMaybe @albertvillanova could confirm.", "I'm having a look.", "Indeed there are several issues in this dataset loading scri...
2022-06-03T08:17:16Z
2022-06-07T08:23:52Z
null
NONE
null
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### Link _No response_ ### Description _No response_ ### Owner _No response_
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1,258,589,276
I_kwDODunzps5LBIxc
4,442
Dataset Viewer issue for amazon_polarity
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[ "Thanks, looking at it", "Not sure what happened 😬, but it's fixed" ]
2022-06-02T19:18:38Z
2022-06-07T18:50:37Z
2022-06-07T18:50:37Z
MEMBER
null
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### Link https://huggingface.co/datasets/amazon_polarity/viewer/amazon_polarity/test ### Description For some reason the train split is OK but the test split is not for this dataset: ``` Server error Status code: 400 Exception: FileNotFoundError Message: [Errno 2] No such file or directory: '/cach...
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1,258,568,656
I_kwDODunzps5LBDvQ
4,441
Dataset Viewer issue for aeslc
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[ "Not sure what happened 😬, but it's fixed" ]
2022-06-02T18:57:12Z
2022-06-07T18:50:55Z
2022-06-07T18:50:55Z
MEMBER
null
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### Link https://huggingface.co/datasets/aeslc ### Description The dataset viewer can't find `dataset_infos.json` in it's cache: ``` Server error Status code: 400 Exception: FileNotFoundError Message: [Errno 2] No such file or directory: '/cache/modules/datasets_modules/datasets/aeslc/eb8e30234cf9...
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1,258,434,111
I_kwDODunzps5LAi4_
4,439
TIMIT won't load after manual download: Errors about files that don't exist
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[ "To have some context, please see:\r\n- #4145\r\n\r\nPlease, also note that we have recently made some fixes to the script, which are in our GitHub master branch but not yet released:\r\n- #4422\r\n- #4425 \r\n- #4436", "Thanks Albert! I'll try pulling `datasets` from the git repo instead of PyPI, and/or just wai...
2022-06-02T16:35:56Z
2022-06-03T08:44:17Z
2022-06-03T08:44:16Z
NONE
null
null
null
## Describe the bug I get the message from HuggingFace that it must be downloaded manually. From the URL provided in the message, I got to UPenn page for manual download. (UPenn apparently want $250? for the dataset??) ...So, ok, I obtained a copy from a friend and also a smaller version from Kaggle. But in both c...
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1,257,496,552
I_kwDODunzps5K89_o
4,435
Load a local cached dataset that has been modified
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[ "Hi! `datasets` caches every modification/loading, so you can either rerun the pipeline up to the `map` call or use `Dataset.from_file(modified_dataset)` to load the dataset directly from the cache file.", "Awesome, hvala Mario! This works. " ]
2022-06-02T01:51:49Z
2022-06-02T23:59:26Z
2022-06-02T23:59:18Z
NONE
null
null
null
## Describe the bug I have loaded a dataset as follows: ``` d = load_dataset("emotion", split="validation") ``` Afterwards I make some modifications to the dataset via a `map` call: ``` d.map(some_update_func, cache_file_name=modified_dataset) ``` This generates a cached version of the dataset on my local syst...
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1,254,412,591
I_kwDODunzps5KxNEv
4,430
Add ability to load newer, cleaner version of Multi-News
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[ "Hi! Our versioning is based on Git revisions (the `revision` param in `load_dataset`), so you can just replace the old URL with the new one and open a PR :). I can also give you some pointers if needed.", "@mariosasko Awesome thanks! I will do that. Looks like this new version of the data is not available as a z...
2022-05-31T21:00:44Z
2022-06-07T17:14:44Z
2022-06-07T17:14:44Z
CONTRIBUTOR
null
null
null
**Is your feature request related to a problem? Please describe.** The [Multi-News dataloader points to the original version of the Multi-News dataset](https://github.com/huggingface/datasets/blob/12540dd75015678ec6019f258d811ee107439a73/datasets/multi_news/multi_news.py#L47), but this has [known errors in it](https...
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1,254,092,818
I_kwDODunzps5Kv_AS
4,428
Errors when building dummy data if you use nested _URLS
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2022-05-31T16:10:57Z
2022-06-07T09:24:09Z
2022-06-07T09:24:09Z
CONTRIBUTOR
null
null
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## Describe the bug When making dummy data with the `datasets-cli dummy_data` tool, an error will be raised if you use a nested _URLS in your dataset script. Traceback (most recent call last): File "/home/name/LCCC/datasets/src/datasets/commands/datasets_cli.py", line 43, in <module> main() File "/hom...
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1,253,887,311
I_kwDODunzps5KvM1P
4,426
Add loading variable number of columns for different splits
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[ "Hi! Indeed the column is missing, but you shouldn't get an error? Have you made some modifications (locally) to the loading script? I've opened a PR to add the missing columns to the script. " ]
2022-05-31T13:40:16Z
2022-06-03T16:25:25Z
2022-06-03T16:25:25Z
NONE
null
null
null
**Is your feature request related to a problem? Please describe.** The original dataset `blended_skill_talk` consists of different sets of columns for the different splits: (test/valid) splits have additional data column `label_candidates` that the (train) doesn't have. When loading such data, an exception occurs at ...
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1,253,146,511
I_kwDODunzps5KsX-P
4,422
Cannot load timit_asr data set
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[ "Thanks for reporting, @bhaddow.\r\n\r\nI'm fixing it.", "Thanks for the quick fix!", "@bhaddow we have also made a fix so that you don't have to convert to uppercase the file extensions of the LDC data.\r\n\r\nWould you mind checking if it works OK now for you and reporting if there are any issues? Thanks. ", ...
2022-05-30T22:00:22Z
2022-06-02T06:34:05Z
2022-05-31T13:42:31Z
NONE
null
null
null
## Describe the bug I am trying to load the timit_asr data set. I have tried with a copy from the LDC, and a copy from deepai. In both cases they fail with a "duplicate key" error. With the LDC version I have to convert the file extensions all to upper-case before I can load it at all. ## Steps to reproduce the bug...
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1,252,739,239
I_kwDODunzps5Kq0in
4,420
Metric evaluation problems in multi-node, shared file system
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[ "If you call `metric.compute` in a distributed setup like yours, then `metric.compute` is called in each process. `metric.compute` first calls `metric.add_batch`, and it looks like your error appears at that stage.\r\n\r\nTo make sure that all the processes have started writing their predictions/references at the s...
2022-05-30T13:24:05Z
2023-01-04T10:37:48Z
null
NONE
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## Describe the bug Metric evaluation fails in multi-node within a shared file system, because the master process cannot find the lock files from other nodes. (This issue was originally mentioned in the transformers repo https://github.com/huggingface/transformers/issues/17412) ## Steps to reproduce the bug 1. c...
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1,252,652,896
I_kwDODunzps5Kqfdg
4,419
Update `unittest` assertions over tuples from `assertEqual` to `assertTupleEqual`
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[ "Hi! If the only goal is to improve readability, it's better to use `assertTupleEqual` than `assertSequenceEqual` for Python tuples. Also, note that this function is called internally by `assertEqual`, but I guess we can accept a PR to be more verbose.", "Hi @mariosasko, right! I'll update the issue title/desc wi...
2022-05-30T12:13:18Z
2022-09-30T16:01:37Z
2022-09-30T16:01:37Z
CONTRIBUTOR
null
null
null
**Is your feature request related to a problem? Please describe.** So this is more a readability improvement rather than a proposal, wouldn't it be better to use `assertTupleEqual` over the tuples rather than `assertEqual`? As `unittest` added that function in `v3.1`, as detailed at https://docs.python.org/3/library...
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1,251,933,091
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4,417
how to convert a dict generator into a huggingface dataset.
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[ "@albertvillanova @lhoestq , could you please help me on this issue. ", "Hi ! As mentioned on the [forum](https://discuss.huggingface.co/t/how-to-wrap-a-generator-with-hf-dataset/18464), the simplest for now would be to define a [dataset script](https://huggingface.co/docs/datasets/dataset_script) which can conta...
2022-05-29T16:28:27Z
2022-09-16T14:44:19Z
2022-09-16T14:44:19Z
NONE
null
null
null
### Link _No response_ ### Description Hey there, I have used seqio to get a well distributed mixture of samples from multiple dataset. However the resultant output from seqio is a python generator dict, which I cannot produce back into huggingface dataset. The generator contains all the samples needed for ...
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1,250,259,822
I_kwDODunzps5KhXNu
4,413
Dataset Viewer issue for ett
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[ "Thanks for reporting @dgcnz.\r\n\r\nI have checked that the dataset works fine in streaming mode.\r\n\r\nAdditionally, other datasets containing timestamps are properly rendered by the viewer: https://huggingface.co/datasets/blbooks\r\n\r\nI have tried to force the refresh of the preview, but the endpoint is not r...
2022-05-27T02:12:35Z
2022-06-15T07:30:46Z
2022-06-15T07:30:46Z
NONE
null
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### Link https://huggingface.co/datasets/ett ### Description Timestamp is not JSON serializable. ``` Status code: 500 Exception: Status500Error Message: Type is not JSON serializable: Timestamp ``` ### Owner No
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1,248,671,778
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4,407
Dataset Viewer issue for conll2012_ontonotesv5
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[ "Thanks for reporting, @jiangwy99.\r\n\r\nI guess this could be addressed only once we fix our issue with irresponsive backend endpoint.\r\n\r\nCC: @severo ", "I've just sent the forcing of the refresh of the preview to the new endpoint.", "Fixed, thanks for the patience. The issue was the amount of RAM allowed...
2022-05-25T20:18:33Z
2022-06-07T18:39:16Z
2022-06-07T18:39:16Z
NONE
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### Link https://huggingface.co/datasets/conll2012_ontonotesv5 ### Description Dataset viewer outage. ### Owner No
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I_kwDODunzps5Ka7qH
4,405
[TypeError: Couldn't cast array of type] Cannot process dataset in v2.2.2
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[ "And if the problem is that the way I am to construct the {Entity Type: list of spans} makes entity types without any spans hard to handle, is there a better way to meet the demand? Although I have verified that to make entity types without any spans to behave like `entity_chunk[label] = [[\"\"]]` can perform norma...
2022-05-25T18:56:43Z
2022-06-07T14:27:20Z
2022-06-07T14:27:20Z
NONE
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## Describe the bug I am trying to process the [conll2012_ontonotesv5](https://huggingface.co/datasets/conll2012_ontonotesv5) dataset in `datasets` v2.2.2 and am running into a type error when casting the features. ## Steps to reproduce the bug ```python import os from typing import ( List, Dict, ) f...
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Dataset should have a `.name` field
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[ "Hi! You can already use `dset.builder_name` and `dset.config_name` for that purpose. And when it comes to versioning, it's better to use `dset._fingerprint` than the `version` attribute as the former represents a deterministic hash that encodes all the mutable ops executed on a dataset, and the latter stays the sa...
2022-05-25T18:56:08Z
2022-09-13T15:09:30Z
2022-06-16T10:47:53Z
NONE
null
null
null
**Is your feature request related to a problem? Please describe.** If building pipelines that can evaluate on more than one dataset, it would be nice to be able to log results of things like `Evaluating on {dataset.name}` or `results for {dataset.name} are: {results}` Without some way of concisely identifying a dat...
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"NonMatchingChecksumError" when importing 'spider' dataset
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[ "Thanks for reporting, @OmarAlaaeldein.\r\n\r\nDatasets hosted at Google Drive give problems quite often due to a change in their service:\r\n- #3786 \r\n\r\nRelated to:\r\n- #3906\r\n\r\nI'm having a look.", "We have made a Pull Request to replace the Google Drive URL. This fix will be accessible in our next `da...
2022-05-25T07:45:07Z
2022-05-26T06:40:12Z
2022-05-26T06:40:12Z
NONE
null
null
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## Describe the bug When importing 'spider' dataset [https://huggingface.co/datasets/spider] an error occurs ## Steps to reproduce the bug ```python from datasets import load_dataset dataset = load_dataset('spider') ``` ## Expected results Dataset object ## Actual results NonMatchingChecksumError: Check...
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load dataset wikitext-2-raw-v1 failed. Could not reach wikitext-2-raw-v1.py.
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[ "I tried in this way.\r\n\r\n```python\r\nfrom datasets import load_dataset\r\ndataset = load_dataset(path=\"wikitext\", name=\"wikitext-103-v1\", split=\"train\")\r\n```" ]
2022-05-25T03:10:44Z
2022-10-24T06:10:27Z
2022-05-25T03:26:36Z
NONE
null
null
null
## Describe the bug Could not reach wikitext-2-raw-v1.py ## Steps to reproduce the bug ```python from datasets import load_dataset load_dataset("wikitext-2-raw-v1") ``` ## Expected results Download `wikitext-2-raw-v1` dataset successfully. ## Actual results ``` File "load_datasets.py", line 13, in <m...
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4,399
LocalDatasetModuleFactoryWithoutScript extracts invalid builder name
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[ "Ok, so\r\n```\r\nos.path.basename(\"/home/user/\")\r\n```\r\ngives `''` while \r\n```\r\nos.path.basename(\"/home/user\")\r\n```\r\ngives `user`. \r\nThe code should check if the last char is a slash.\r\n", "The fix is:\r\n```\r\n\"name\": os.path.basename(self.path[:-1] if self.path[-1] == \"/\" else self.path)...
2022-05-24T18:03:01Z
2022-09-12T15:30:43Z
2022-09-12T15:30:43Z
CONTRIBUTOR
null
null
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## Describe the bug Trying to load a local dataset raises an error indicating that the config builder has to have a name. No error should be reported, since the call is completly valid. ## Steps to reproduce the bug ```python load_dataset("./data/some-dataset/", name="some-name") ``` ## Expected results The...
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I_kwDODunzps5KTp_9
4,398
Calling `cast_column`/`remove_columns` and a sequence of `map` operations ends up making `faiss` fail with `ValueError`
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[ "It works if we either remove the `ds = ds.cast_column(\"id\", Value(\"int32\"))` line from the code above, or if instead calling `ds.remove_columns()` we remove the columns inside each mapping as `ds.map(..., remove_columns=[...])` instead of right after the mapping.\r\n\r\nBoth of those solutions seem to fix the ...
2022-05-24T14:41:34Z
2022-06-14T16:01:56Z
2022-06-14T16:01:56Z
CONTRIBUTOR
null
null
null
First of all, sorry in advance for the unclear title, but this bug is weird to explain (at least for me), so I tried my best to summarize all the information in this issue. ## Describe the bug Calling a certain combination of operations over a 🤗 `Dataset` and then trying to calculate the `faiss` index with `.add...
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1,245,221,657
I_kwDODunzps5KOJMZ
4,394
trainer became extremely slow after reload dataset by `load_from_disk`
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[ "I tried to make the dataset much more smaller (100000 rows) , then the speed became `33.88it/s` from`8.62s/it`. It's nearly 200 times... Do you have any idea? Thank you!", "Similar issue: https://github.com/huggingface/transformers/issues/8818\r\n\r\nI changed `RandomSampler` to `SequentialSampler` in the `tra...
2022-05-23T14:04:37Z
2022-06-06T16:08:01Z
null
NONE
null
null
null
## Describe the bug Due to memory problem, I need to save my tokenized datasets locally by CPU and reload it by multi GPU for running training script. However, after I reload it by `load_from_disk` and start training, the speed is extremely slow. It says I need about 1500 hours with 8 A100 cards. Before this, I can ru...
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1,244,147,817
I_kwDODunzps5KKDBp
4,387
device/google/accessory/adk2012 - Git at Google
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2022-05-22T04:57:19Z
2022-05-23T06:36:27Z
2022-05-23T06:36:27Z
NONE
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"git clone https://android.googlesource.com/device/google/accessory/adk2012" https://android.googlesource.com/device/google/accessory/adk2012/#:~:text=git%20clone%20https%3A//android.googlesource.com/device/google/accessory/adk2012
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1,243,965,532
I_kwDODunzps5KJWhc
4,386
Bug for wiki_auto_asset_turk from GEM
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[ "Thanks for reporting, @StevenTang1998.\r\n\r\nI'm looking into it. ", "Hi @StevenTang1998,\r\n\r\nWe have fixed the issue:\r\n- #4389\r\n\r\nThe fix will be available in our next `datasets` library release. In the meantime, you can incorporate that fix by installing `datasets` from our GitHub repo:\r\n```\r\npip...
2022-05-21T12:31:30Z
2022-05-24T05:55:52Z
2022-05-23T10:29:55Z
NONE
null
null
null
## Describe the bug The script of wiki_auto_asset_turk for GEM may be out of date. ## Steps to reproduce the bug ```python import datasets datasets.load_dataset('gem', 'wiki_auto_asset_turk') ``` ## Actual results ``` Traceback (most recent call last): File "<stdin>", line 1, in <module> File "/home/...
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4,383
L
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2022-05-21T03:47:58Z
2022-05-21T19:20:13Z
2022-05-21T19:20:13Z
NONE
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## Describe the L L ## Expected L A clear and concise lmll Specify the actual results or traceback. ## Environment info <!-- You can run the command `datasets-cli env` and copy-and-paste its output below. --> - `datasets` version: - Platform: - Python version: - PyArrow version:
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1,243,839,783
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4,382
First time trying
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2022-05-21T02:15:18Z
2022-05-21T19:20:44Z
2022-05-21T19:20:44Z
NONE
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## Adding a Dataset - **Name:** *name of the dataset* - **Description:** *short description of the dataset (or link to social media or blog post)* - **Paper:** *link to the dataset paper if available* - **Data:** *link to the Github repository or current dataset location* - **Motivation:** *what are some good reasons t...
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1,243,478,863
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4,381
Bug in caching 2 datasets both with the same builder class name
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[ "Hi @NouamaneTazi, thanks for reporting.\r\n\r\nPlease note that both datasets are cached in the same directory because their loading builder classes have the same name: `class MTOP(datasets.GeneratorBasedBuilder)`.\r\n\r\nYou should name their builder classes differently, e.g.:\r\n- `MtopDomain`\r\n- `MtopIntent`"...
2022-05-20T18:18:03Z
2022-06-02T08:18:37Z
2022-05-25T05:16:15Z
MEMBER
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## Describe the bug The two datasets `mteb/mtop_intent` and `mteb/mtop_domain `use both the same cache folder `.cache/huggingface/datasets/mteb___mtop`. So if you first load `mteb/mtop_intent` then datasets will not load `mteb/mtop_domain`. If you delete this cache folder and flip the order how you load the two datas...
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1,243,175,854
I_kwDODunzps5KGVuu
4,379
Latest dill release raises exception
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[ "Fixed by:\r\n- #4380 ", "Just an additional insight, the latest dill (either 0.3.5 or 0.3.5.1) also broke the hashing/fingerprinting of any mapping function.\r\n\r\nFor example:\r\n```\r\nfrom datasets import load_dataset\r\n\r\nd = load_dataset(\"rotten_tomatoes\")\r\nd.map(lambda x: x)\r\n```\r\n\r\nReturns th...
2022-05-20T13:48:36Z
2022-05-21T15:53:26Z
2022-05-20T17:06:27Z
MEMBER
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null
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## Describe the bug As reported by @sgugger, latest dill release is breaking things with Datasets. ``` ______________ ExamplesTests.test_run_speech_recognition_seq2seq _______________ self = <multiprocess.pool.ApplyResult object at 0x7fa5981a1cd0>, timeout = None def get(self, timeout=None): s...
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1,242,218,144
I_kwDODunzps5KCr6g
4,376
irc_disentagle viewer error
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[ "DUPLICATED comment from https://github.com/huggingface/datasets/issues/3807:\r\n\r\nmy code:\r\n```\r\nfrom datasets import load_dataset\r\n\r\ndataset = load_dataset(\"irc_disentangle\", download_mode=\"force_redownload\")\r\n```\r\nhowever, it produces the same error\r\n```\r\n[38](file:///Library/Frameworks/Pyt...
2022-05-19T19:15:16Z
2023-01-12T16:56:13Z
2022-06-02T08:20:00Z
NONE
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the dataviewer shows this message for "ubuntu" - "train", "test", and "validation" splits: ``` Server error Status code: 400 Exception: ValueError Message: Cannot seek streaming HTTP file ``` it appears to give the same message for the "channel_two" data as well. I get a Checksums error when usi...
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extremely slow processing when using a custom dataset
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[ "Hi !\r\n\r\nMy guess is that some examples in your dataset are bigger than your RAM, and therefore loading them in RAM to pass them to `remove_non_indic_sentences` takes forever because it might use SWAP memory.\r\n\r\nMaybe several examples in your dataset are grouped together, can you check `len(lang_dataset[\"t...
2022-05-19T14:18:05Z
2022-06-06T16:14:28Z
null
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## processing a custom dataset loaded as .txt file is extremely slow, compared to a dataset of similar volume from the hub I have a large .txt file of 22 GB which i load into HF dataset `lang_dataset = datasets.load_dataset("text", data_files="hi.txt")` further i use a pre-processing function to clean the d...
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4,366
TypeError: __init__() missing 1 required positional argument: 'scheme'
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[ "Duplicate of:\r\n- #3956\r\n\r\nI think you should report that issue to `elasticsearch` library: https://github.com/elastic/elasticsearch-py" ]
2022-05-18T07:17:29Z
2022-05-18T16:36:22Z
2022-05-18T16:36:21Z
NONE
null
null
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"name" : "node-1", "cluster_name" : "elasticsearch", "cluster_uuid" : "", "version" : { "number" : "7.5.0", "build_flavor" : "default", "build_type" : "tar", "build_hash" : "", "build_date" : "2019-11-26T01:06:52.518245Z", "build_snapshot" : false, "lucene_version" : "8.3.0...
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1,238,897,652
I_kwDODunzps5J2BP0
4,363
The dataset preview is not available for this split.
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[ "Hi! A dataset has to be streamable to work with the viewer. I did a quick test, and yours is, so this might be a bug in the viewer. cc @severo \r\n", "Looking at it. The message is now:\r\n\r\n```\r\nMessage: cannot cache function '__shear_dense': no locator available for file '/src/services/worker/.venv/...
2022-05-17T16:34:43Z
2022-06-08T12:32:10Z
2022-06-08T09:26:56Z
NONE
null
null
null
I have uploaded the corpus developed by our lab in the speech domain to huggingface [datasets](https://huggingface.co/datasets/Roh/ryanspeech). You can read about the companion paper accepted in interspeech 2021 [here](https://arxiv.org/abs/2106.08468). The dataset works fine but I can't make the dataset preview work. ...
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1,238,671,931
I_kwDODunzps5J1KI7
4,361
`udhr` doesn't load, dataset checksum mismatch
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2022-05-17T13:47:09Z
2022-06-08T19:11:21Z
2022-06-08T19:11:21Z
CONTRIBUTOR
null
null
null
## Describe the bug Loading `udhr` fails due to a checksum mismatch for some source files. Looks like both of the source files on unicode.org have changed: size + checksum in datasets repo: ``` (hfdev) leon@blade:~/datasets/datasets/udhr$ jq .default.download_checksums < dataset_infos.json { "https://unicode...
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1,237,147,692
I_kwDODunzps5JvWAs
4,358
Missing dataset tags and sections in some dataset cards
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[ "@lhoestq I can take this issue. Please can you point out to me where I can find the other positional arguments?", "Hi @RohitRathore1 :)\r\n\r\nYou can find all the YAML tags in the tagging app here: https://hf.co/spaces/huggingface/datasets-tagging). They're all passed as arguments to a DatasetMetadata object us...
2022-05-16T13:18:16Z
2022-05-30T15:36:52Z
null
CONTRIBUTOR
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null
Summary of CircleCI errors for different dataset metadata: - **BoolQ**: missing 8 required positional arguments: 'annotations_creators', 'language_creators', 'licenses', 'multilinguality', 'size_categories', 'source_datasets', 'task_categories', and 'task_ids' - **Conllpp**: expected some content in section `Citati...
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