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https://api.github.com/repos/huggingface/datasets/issues/2706
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Update BibTeX entry
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2021-07-22T12:29:29Z
2021-07-22T12:43:00Z
2021-07-22T12:43:00Z
MEMBER
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Update BibTeX entry.
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https://api.github.com/repos/huggingface/datasets/issues/2705
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950,488,583
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2,705
404 not found error on loading WIKIANN dataset
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[ "Hi @ronbutan, thanks for reporting.\r\n\r\nYou are right: we have recently found that the link to the original PAN-X dataset (also called WikiANN), hosted at Dropbox, is no longer working.\r\n\r\nWe have opened an issue in the GitHub repository of the original dataset (afshinrahimi/mmner#4) and we have also contac...
2021-07-22T09:55:50Z
2021-07-23T08:07:32Z
2021-07-23T08:07:32Z
NONE
null
## Describe the bug Unable to retreive wikiann English dataset ## Steps to reproduce the bug ```python from datasets import list_datasets, load_dataset, list_metrics, load_metric WIKIANN = load_dataset("wikiann","en") ``` ## Expected results Colab notebook should display successful download status ## Act...
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950,483,980
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2,704
Fix pick default config name message
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2021-07-22T09:49:43Z
2021-07-22T10:02:41Z
2021-07-22T10:02:40Z
MEMBER
null
The error message to tell which config name to load is not displayed. This is because in the code it was considering the config kwargs to be non-empty, which is a special case for custom configs created on the fly. It appears after this change: https://github.com/huggingface/datasets/pull/2659 I fixed that by ma...
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2,703
Bad message when config name is missing
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2021-07-22T09:47:23Z
2021-07-22T10:02:40Z
2021-07-22T10:02:40Z
MEMBER
null
When loading a dataset that have several configurations, we expect to see an error message if the user doesn't specify a config name. However in `datasets` 1.10.0 and 1.10.1 it doesn't show the right message: ```python import datasets datasets.load_dataset("glue") ``` raises ```python AttributeError: 'Bui...
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Update BibTeX entry
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2021-07-22T09:04:39Z
2021-07-22T09:17:39Z
2021-07-22T09:17:38Z
MEMBER
null
Update BibTeX entry.
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https://api.github.com/repos/huggingface/datasets/issues/2701
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950,422,403
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2,701
Fix download_mode docstrings
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2021-07-22T08:30:25Z
2021-07-22T09:33:31Z
2021-07-22T09:33:31Z
MEMBER
null
Fix `download_mode` docstrings.
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from datasets import Dataset is failing
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[ "Hi @kswamy15, thanks for reporting.\r\n\r\nWe are fixing this critical issue and making an urgent patch release of the `datasets` library today.\r\n\r\nIn the meantime, you can circumvent this issue by updating the `tqdm` library: `!pip install -U tqdm`" ]
2021-07-22T03:51:23Z
2021-07-22T07:23:45Z
2021-07-22T07:09:07Z
NONE
null
## Describe the bug A clear and concise description of what the bug is. ## Steps to reproduce the bug ```python # Sample code to reproduce the bug from datasets import Dataset ``` ## Expected results A clear and concise description of the expected results. ## Actual results Specify the actual results or...
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950,221,226
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2,699
cannot combine splits merging and streaming?
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[ "Hi ! That's missing indeed. We'll try to implement this for the next version :)\r\n\r\nI guess we just need to implement #2564 first, and then we should be able to add support for splits combinations" ]
2021-07-22T01:13:25Z
2021-07-22T08:27:47Z
null
NONE
null
this does not work: `dataset = datasets.load_dataset('mc4','iw',split='train+validation',streaming=True)` with error: `ValueError: Bad split: train+validation. Available splits: ['train', 'validation']` these work: `dataset = datasets.load_dataset('mc4','iw',split='train+validation')` `dataset = datasets.load_d...
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Ignore empty batch when writing
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2021-07-21T22:35:30Z
2021-07-26T14:56:03Z
2021-07-26T13:25:26Z
MEMBER
null
This prevents an schema update with unknown column types, as reported in #2644. This is my first attempt at fixing the issue. I tested the following: - First batch returned by a batched map operation is empty. - An intermediate batch is empty. - `python -m unittest tests.test_arrow_writer` passes. However, `ar...
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950,021,623
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Fix import on Colab
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[ "@lhoestq @albertvillanova - It might be a good idea to have a patch release after this gets merged (presumably tomorrow morning when you're around). The Colab issue linked to this PR is a pretty big blocker. " ]
2021-07-21T19:03:38Z
2021-07-22T07:09:08Z
2021-07-22T07:09:07Z
CONTRIBUTOR
null
Fix #2695, fix #2700.
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Add support for disable_progress_bar on Windows
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[ "The CI failure seems unrelated to this PR (probably has something to do with Transformers)." ]
2021-07-21T16:34:53Z
2021-07-26T13:31:14Z
2021-07-26T09:38:37Z
CONTRIBUTOR
null
This PR is a continuation of #2667 and adds support for `utils.disable_progress_bar()` on Windows when using multiprocessing. This [answer](https://stackoverflow.com/a/6596695/14095927) on SO explains it nicely why the current approach (with calling `utils.is_progress_bar_enabled()` inside `Dataset._map_single`) would ...
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Cannot import load_dataset on Colab
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[ "I'm facing the same issue on Colab today too.\r\n\r\n```\r\nModuleNotFoundError Traceback (most recent call last)\r\n<ipython-input-4-5833ac0f5437> in <module>()\r\n 3 \r\n 4 from ray import tune\r\n----> 5 from datasets import DatasetDict, Dataset\r\n 6 from datasets import lo...
2021-07-21T15:52:51Z
2021-07-22T07:26:25Z
2021-07-22T07:09:07Z
NONE
null
## Describe the bug Got tqdm concurrent module not found error during importing load_dataset from datasets. ## Steps to reproduce the bug Here [colab notebook](https://colab.research.google.com/drive/1pErWWnVP4P4mVHjSFUtkePd8Na_Qirg4?usp=sharing) to reproduce the error On colab: ```python !pip install dataset...
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fix: 🐛 change string format to allow copy/paste to work in bash
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2021-07-21T15:30:40Z
2021-07-22T10:41:47Z
2021-07-22T10:41:47Z
CONTRIBUTOR
null
Before: copy/paste resulted in an error because the square bracket characters `[]` are special characters in bash
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Fix OSCAR Esperanto
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2021-07-21T14:43:50Z
2021-07-21T14:53:52Z
2021-07-21T14:53:51Z
MEMBER
null
The Esperanto part (original) of OSCAR has the wrong number of examples: ```python from datasets import load_dataset raw_datasets = load_dataset("oscar", "unshuffled_original_eo") ``` raises ```python NonMatchingSplitsSizesError: [{'expected': SplitInfo(name='train', num_bytes=314188336, num_examples=121171, da...
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Update BibTeX entry
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2021-07-21T14:23:35Z
2021-07-21T15:31:41Z
2021-07-21T15:31:40Z
MEMBER
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Update BibTeX entry
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2,691
xtreme / pan-x cannot be downloaded
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[ "Hi @severo, thanks for reporting.\r\n\r\nHowever I have not been able to reproduce this issue. Could you please confirm if the problem persists for you?\r\n\r\nMaybe Dropbox (where the data source is hosted) was temporarily unavailable when you tried.", "Hmmm, the file (https://www.dropbox.com/s/dl/12h3qqog6q4bj...
2021-07-21T14:18:05Z
2021-07-26T09:34:22Z
2021-07-26T09:34:22Z
CONTRIBUTOR
null
## Describe the bug Dataset xtreme / pan-x cannot be loaded Seems related to https://github.com/huggingface/datasets/pull/2326 ## Steps to reproduce the bug ```python dataset = load_dataset("xtreme", "PAN-X.fr") ``` ## Expected results Load the dataset ## Actual results ``` FileNotFoundError:...
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Docs details
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[ "Thanks for all the comments and for the corrections in the docs !\r\n\r\nAbout all the points you mentioned:\r\n\r\n> * the code samples assume the expected libraries have already been installed. Maybe add a section at start, or add it to every code sample. Something like `pip install datasets transformers torch ...
2021-07-21T10:43:14Z
2021-07-27T18:40:54Z
2021-07-27T18:40:54Z
CONTRIBUTOR
null
Some comments here: - the code samples assume the expected libraries have already been installed. Maybe add a section at start, or add it to every code sample. Something like `pip install datasets transformers torch 'datasets[streaming]'` (maybe just link to https://huggingface.co/docs/datasets/installation.html + ...
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949,447,104
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2,689
cannot save the dataset to disk after rename_column
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[ "Hi ! That's because you are trying to overwrite a file that is already open and being used.\r\nIndeed `foo/dataset.arrow` is open and used by your `dataset` object.\r\n\r\nWhen you do `rename_column`, the resulting dataset reads the data from the same arrow file.\r\nIn other cases like when using `map` on the othe...
2021-07-21T08:13:40Z
2021-07-21T13:11:04Z
2021-07-21T13:11:04Z
CONTRIBUTOR
null
## Describe the bug If you use `rename_column` and do no other modification, you will be unable to save the dataset using `save_to_disk` ## Steps to reproduce the bug ```python # Sample code to reproduce the bug In [1]: from datasets import Dataset, load_from_disk In [5]: dataset=Dataset.from_dict({'foo': [0]})...
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hebrew language codes he and iw should be treated as aliases
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[ "Hi @eyaler, thanks for reporting.\r\n\r\nWhile you are true with respect the Hebrew language tag (\"iw\" is deprecated and \"he\" is the preferred value), in the \"mc4\" dataset (which is a derived dataset) we have kept the language tags present in the original dataset: [Google C4](https://www.tensorflow.org/datas...
2021-07-20T23:13:52Z
2021-07-21T16:34:53Z
2021-07-21T16:34:53Z
NONE
null
https://huggingface.co/datasets/mc4 not listed when searching for hebrew datasets (he) as it uses the older language code iw, preventing discoverability.
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Minor documentation fix
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2021-07-20T17:43:23Z
2021-07-21T13:04:55Z
2021-07-21T13:04:55Z
CONTRIBUTOR
null
Currently, [Writing a dataset loading script](https://huggingface.co/docs/datasets/add_dataset.html) page has a small error. A link to `matinf` dataset in [_Dataset scripts of reference_](https://huggingface.co/docs/datasets/add_dataset.html#dataset-scripts-of-reference) section actually leads to `xsquad`, instead. Thi...
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Fix bad config ids that name cache directories
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2021-07-20T16:00:45Z
2021-07-20T16:27:15Z
2021-07-20T16:27:15Z
MEMBER
null
`data_dir=None` was considered a dataset config parameter, hence creating a special config_id for all dataset being loaded. Since the config_id is used to name the cache directories, this leaded to datasets being regenerated for users. I fixed this by ignoring the value of `data_dir` when it's `None` when computing...
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948,791,572
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2,685
Fix Blog Authorship Corpus dataset
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[ "Normally, I'm expecting errors from the validation of the README file... 😅 ", "That is:\r\n```\r\n=========================== short test summary info ============================\r\nFAILED tests/test_dataset_cards.py::test_changed_dataset_card[blog_authorship_corpus]\r\n==== 1 failed, 3182 passed, 2763 skipped,...
2021-07-20T15:44:50Z
2021-07-21T13:11:58Z
2021-07-21T13:11:58Z
MEMBER
null
This PR: - Update the JSON metadata file, which previously was raising a `NonMatchingSplitsSizesError` - Fix the codec of the data files (`latin_1` instead of `utf-8`), which previously was raising ` UnicodeDecodeError` for some files Close #2679.
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948,771,753
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2,684
Print absolute local paths in load_dataset error messages
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2021-07-20T15:28:28Z
2021-07-22T20:48:19Z
2021-07-22T14:01:10Z
CONTRIBUTOR
null
Use absolute local paths in the error messages of `load_dataset` as per @stas00's suggestion in https://github.com/huggingface/datasets/pull/2500#issuecomment-874891223
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Cache directories changed due to recent changes in how config kwargs are handled
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2021-07-20T14:37:57Z
2021-07-20T16:27:15Z
2021-07-20T16:27:15Z
MEMBER
null
Since #2659 I can see weird cache directory names with hashes in the config id, even though no additional config kwargs are passed. For example: ```python from datasets import load_dataset_builder c4_builder = load_dataset_builder("c4", "en") print(c4_builder.cache_dir) # /Users/quentinlhoest/.cache/huggingfac...
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2,682
Fix c4 expected files
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2021-07-20T14:29:31Z
2021-07-20T14:38:11Z
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MEMBER
null
Some files were not registered in the list of expected files to download Fix https://github.com/huggingface/datasets/issues/2677
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5 duplicate datasets
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[ "Yes this was documented in the PR that added this hf->paperswithcode mapping (https://github.com/huggingface/datasets/pull/2404) and AFAICT those are slightly distinct datasets so I think it's a wontfix\r\n\r\nFor context on the paperswithcode mapping you can also refer to https://github.com/huggingface/huggingfac...
2021-07-20T14:25:00Z
2021-07-20T15:44:17Z
2021-07-20T15:44:17Z
CONTRIBUTOR
null
## Describe the bug In 5 cases, I could find a dataset on Paperswithcode which references two Hugging Face datasets as dataset loaders. They are: - https://paperswithcode.com/dataset/multinli -> https://huggingface.co/datasets/multi_nli and https://huggingface.co/datasets/multi_nli_mismatch <img width="838...
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feat: 🎸 add paperswithcode id for qasper dataset
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2021-07-20T13:22:29Z
2021-07-20T14:04:10Z
2021-07-20T14:04:10Z
CONTRIBUTOR
null
The reverse reference exists on paperswithcode: https://paperswithcode.com/dataset/qasper
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Cannot load the blog_authorship_corpus due to codec errors
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[ "Hi @izaskr, thanks for reporting.\r\n\r\nHowever the traceback you joined does not correspond to the codec error message: it is about other error `NonMatchingSplitsSizesError`. Maybe you missed some important part of your traceback...\r\n\r\nI'm going to have a look at the dataset anyway...", "Hi @izaskr, thanks...
2021-07-20T10:13:20Z
2021-07-21T17:02:21Z
2021-07-21T13:11:58Z
NONE
null
## Describe the bug A codec error is raised while loading the blog_authorship_corpus. ## Steps to reproduce the bug ``` from datasets import load_dataset raw_datasets = load_dataset("blog_authorship_corpus") ``` ## Expected results Loading the dataset without errors. ## Actual results An error simila...
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948,471,222
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2,678
Import Error in Kaggle notebook
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[ "This looks like an issue with PyArrow. Did you try reinstalling it ?", "@lhoestq I did, and then let pip handle the installation in `pip import datasets`. I also tried using conda but it gives the same error.\r\n\r\nEdit: pyarrow version on kaggle is 4.0.0, it gets replaced with 4.0.1. So, I don't think uninstal...
2021-07-20T09:28:38Z
2021-07-21T13:59:26Z
2021-07-21T13:03:02Z
NONE
null
## Describe the bug Not able to import datasets library in kaggle notebooks ## Steps to reproduce the bug ```python !pip install datasets import datasets ``` ## Expected results No such error ## Actual results ``` ImportError Traceback (most recent call last) <ipython-inp...
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Error when downloading C4
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[ "Hi Thanks for reporting !\r\nIt looks like these files are not correctly reported in the list of expected files to download, let me fix that ;)", "Alright this is fixed now. We'll do a new release soon to make the fix available.\r\n\r\nIn the meantime feel free to simply pass `ignore_verifications=True` to `load...
2021-07-20T08:37:30Z
2021-07-20T14:41:31Z
2021-07-20T14:38:10Z
NONE
null
Hi, I am trying to download `en` corpus from C4 dataset. However, I get an error caused by validation files download (see image). My code is very primitive: `datasets.load_dataset('c4', 'en')` Is this a bug or do I have some configurations missing on my server? Thanks! <img width="1014" alt="Снимок экрана 2...
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Increase json reader block_size automatically
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2021-07-19T14:51:14Z
2021-07-19T17:51:39Z
2021-07-19T17:51:38Z
MEMBER
null
Currently some files can't be read with the default parameters of the JSON lines reader. For example this one: https://huggingface.co/datasets/thomwolf/codeparrot/resolve/main/file-000000000006.json.gz raises a pyarrow error: ```python ArrowInvalid: straddling object straddles two block boundaries (try to increa...
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2,675
Parallelize ETag requests
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2021-07-19T13:30:42Z
2021-07-19T19:33:25Z
2021-07-19T19:33:25Z
MEMBER
null
Since https://github.com/huggingface/datasets/pull/2628 we use the ETag or the remote data files to compute the directory in the cache where a dataset is saved. This is useful in order to reload the dataset from the cache only if the remote files haven't changed. In this I made the ETag requests parallel using multi...
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947,338,202
MDExOlB1bGxSZXF1ZXN0NjkyMzMzODU3
2,674
Fix sacrebleu parameter name
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2021-07-19T07:07:26Z
2021-07-19T08:07:03Z
2021-07-19T08:07:03Z
MEMBER
null
DONE: - Fix parameter name: `smooth` to `smooth_method`. - Improve kwargs description. - Align docs on using a metric. - Add example of passing additional arguments in using metrics. Related to #2669.
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2,673
Fix potential DuplicatedKeysError in SQuAD
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2021-07-19T06:08:00Z
2021-07-19T07:08:03Z
2021-07-19T07:08:03Z
MEMBER
null
DONE: - Fix potential DiplicatedKeysError by ensuring keys are unique. - Align examples in the docs with SQuAD code. We should promote as a good practice, that the keys should be programmatically generated as unique, instead of read from data (which might be not unique).
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947,294,605
MDExOlB1bGxSZXF1ZXN0NjkyMjk2NDQ4
2,672
Fix potential DuplicatedKeysError in LibriSpeech
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2021-07-19T06:00:49Z
2021-07-19T06:28:57Z
2021-07-19T06:28:56Z
MEMBER
null
DONE: - Fix unnecessary path join. - Fix potential DiplicatedKeysError by ensuring keys are unique. We should promote as a good practice, that the keys should be programmatically generated as unique, instead of read from data (which might be not unique).
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947,273,875
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2,671
Mesinesp development and training data sets have been added.
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[ "It'll be new pull request with new commits." ]
2021-07-19T05:14:38Z
2021-07-19T07:32:28Z
2021-07-19T06:45:50Z
NONE
null
https://zenodo.org/search?page=1&size=20&q=mesinesp, Mesinesp has Medical Semantic Indexed records in Spanish. Indexing is done using DeCS codes, a sort of Spanish equivalent to MeSH terms. The Mesinesp (Spanish BioASQ track, see https://temu.bsc.es/mesinesp) development set has a total of 750 records. The Mesinesp ...
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947,120,709
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2,670
Using sharding to parallelize indexing
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2021-07-18T21:26:26Z
2021-10-07T13:33:25Z
null
CONTRIBUTOR
null
**Is your feature request related to a problem? Please describe.** Creating an elasticsearch index on large dataset could be quite long and cannot be parallelized on shard (the index creation is colliding) **Describe the solution you'd like** When working on dataset shards, if an index already exists, its mapping ...
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946,982,998
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2,669
Metric kwargs are not passed to underlying external metric f1_score
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[ "Hi @BramVanroy, thanks for reporting.\r\n\r\nFirst, note that `\"min\"` is not an allowed value for `average`. According to scikit-learn [documentation](https://scikit-learn.org/stable/modules/generated/sklearn.metrics.f1_score.html), `average` can only take the values: `{\"micro\", \"macro\", \"samples\", \"weigh...
2021-07-18T08:32:31Z
2021-07-18T18:36:05Z
2021-07-18T11:19:04Z
CONTRIBUTOR
null
## Describe the bug When I want to use F1 score with average="min", this keyword argument does not seem to be passed through to the underlying sklearn metric. This is evident because [sklearn](https://scikit-learn.org/stable/modules/generated/sklearn.metrics.f1_score.html) throws an error telling me so. ## Steps to...
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946,867,622
MDExOlB1bGxSZXF1ZXN0NjkxOTY1MTY1
2,668
Add Russian SuperGLUE
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[ "Added the missing label classes and their explanations (to the best of my understanding)", "Thanks a lot ! Once the last comment about the label names is addressed we can merge :)" ]
2021-07-17T17:41:28Z
2021-07-29T11:50:31Z
2021-07-29T11:50:31Z
CONTRIBUTOR
null
Hi, This adds the [Russian SuperGLUE](https://russiansuperglue.com/) dataset. For the most part I reused the code for the original SuperGLUE, although there are some relatively minor differences in the structure that I accounted for.
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946,861,908
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2,667
Use tqdm from tqdm_utils
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[ "The current CI failure is due to modifications in the dataset script.", "Merging since the CI is only failing because of dataset card issues, which is unrelated to this PR" ]
2021-07-17T17:06:35Z
2021-07-19T17:39:10Z
2021-07-19T17:32:00Z
CONTRIBUTOR
null
This PR replaces `tqdm` from the `tqdm` lib with `tqdm` from `datasets.utils.tqdm_utils`. With this change, it's possible to disable progress bars just by calling `disable_progress_bar`. Note this doesn't work on Windows when using multiprocessing due to how global variables are shared between processes. Currently, the...
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Adds CodeClippy dataset [WIP]
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[ "Thanks for your contribution, @arampacha. Are you still interested in adding this dataset?\r\n\r\nWe are removing the dataset scripts from this GitHub repo and moving them to the Hugging Face Hub: https://huggingface.co/datasets\r\n\r\nWe would suggest you create this dataset there. Please, feel free to tell us if...
2021-07-17T13:32:04Z
2022-10-03T09:37:35Z
2022-10-03T09:37:35Z
NONE
null
CodeClippy is an opensource code dataset scrapped from github during flax-jax-community-week https://the-eye.eu/public/AI/training_data/code_clippy_data/
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2,665
Adds APPS dataset to the hub [WIP]
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[ "Thanks for your contribution, @arampacha. Are you still interested in adding this dataset?\r\n\r\nWe are removing the dataset scripts from this GitHub repo and moving them to the Hugging Face Hub: https://huggingface.co/datasets\r\n\r\nWe would suggest you create this dataset there. Please, feel free to tell us if...
2021-07-17T13:13:17Z
2022-10-03T09:38:10Z
2022-10-03T09:38:10Z
NONE
null
A loading script for [APPS dataset](https://github.com/hendrycks/apps)
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[`to_json`] add multi-proc sharding support
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[ "Hi @stas00, \r\nI want to work on this issue and I was thinking why don't we use `imap` [in this loop](https://github.com/huggingface/datasets/blob/440b14d0dd428ae1b25881aa72ba7bbb8ad9ff84/src/datasets/io/json.py#L99)? This way, using offset (which is being used to slice the pyarrow table) we can convert pyarrow ...
2021-07-16T19:41:50Z
2021-09-13T13:56:37Z
2021-09-13T13:56:37Z
MEMBER
null
As discussed on slack it appears that `to_json` is quite slow on huge datasets like OSCAR. I implemented sharded saving, which is much much faster - but the tqdm bars all overwrite each other, so it's hard to make sense of the progress, so if possible ideally this multi-proc support could be implemented internally i...
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Load Dataset from the Hub (NO DATASET SCRIPT)
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[ "This is ready for review now :)\r\n\r\nI would love to have some feedback on the changes in load.py @albertvillanova. There are many changes so if you have questions let me know, especially on the `resolve_data_files` functions and on the changes in `prepare_module`.\r\n\r\nAnd @thomwolf if you want to take a look...
2021-07-16T17:21:58Z
2021-08-25T14:53:01Z
2021-08-25T14:18:08Z
MEMBER
null
## Load the data from any Dataset repository on the Hub This PR adds support for loading datasets from any dataset repository on the hub, without requiring any dataset script. As a user it's now possible to create a repo and upload some csv/json/text/parquet files, and then be able to load the data in one line. H...
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Add SD task for SUPERB
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[ "I make a summary about our discussion with @lewtun and @Narsil on the agreed schema for this dataset and the additional steps required to generate the 2D array labels:\r\n- The labels for this dataset are a 2D array:\r\n Given an example:\r\n ```python\r\n {\"record_id\": record_id, \"file\": file, \"start\": s...
2021-07-16T16:43:21Z
2021-08-04T17:03:53Z
2021-08-04T17:03:53Z
MEMBER
null
Include the SD (Speaker Diarization) task as described in the [SUPERB paper](https://arxiv.org/abs/2105.01051) and `s3prl` [instructions](https://github.com/s3prl/s3prl/tree/master/s3prl/downstream#sd-speaker-diarization). TODO: - [x] Generate the LibriMix corpus - [x] Prepare the corpus for diarization - [x] Upl...
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946,316,180
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Move checks from _map_single to map
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[ "@lhoestq This one has been open for a while. Could you please take a look?", "@lhoestq Ready for the final review!", "I forgot to update the signature of `DatasetDict.map`, so did that now." ]
2021-07-16T13:53:33Z
2021-09-06T14:12:23Z
2021-09-06T14:12:23Z
CONTRIBUTOR
null
The goal of this PR is to remove duplicated checks in the `map` logic to execute them only once whenever possible (`fn_kwargs`, `input_columns`, ...). Additionally, this PR improves the consistency (to align it with `input_columns`) of the `remove_columns` check by adding support for a single string value, which is the...
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Allow dataset config kwargs to be None
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2021-07-16T10:25:38Z
2021-07-16T12:46:07Z
2021-07-16T12:46:07Z
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Close https://github.com/huggingface/datasets/issues/2658 The dataset config kwargs that were set to None we simply ignored. This was an issue when None has some meaning for certain parameters of certain builders, like the `sep` parameter of the "csv" builder that allows to infer to separator. cc @SBrandeis
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Can't pass `sep=None` to load_dataset("csv", ...) to infer the separator via pandas.read_csv
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2021-07-16T10:05:44Z
2021-07-16T12:46:06Z
2021-07-16T12:46:06Z
MEMBER
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When doing `load_dataset("csv", sep=None)`, the `sep` passed to `pd.read_csv` is still the default `sep=","` instead, which makes it impossible to make the csv loader infer the separator. Related to https://github.com/huggingface/datasets/pull/2656 cc @SBrandeis
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`to_json` reporting enhancements
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2021-07-15T23:32:18Z
2021-07-15T23:33:53Z
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While using `to_json` 2 things came to mind that would have made the experience easier on the user: 1. Could we have a `desc` arg for the tqdm use and a fallback to just `to_json` so that it'd be clear to the user what's happening? Surely, one can just print the description before calling json, but I thought perhaps...
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Change `from_csv` default arguments
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[ "This is not the default in pandas right ?\r\nWe try to align our CSV loader with the pandas API.\r\n\r\nMoreover according to their documentation, the python parser is used when sep is None, which might not be the fastest one.\r\n\r\nMaybe users could just specify `sep=None` themselves ?\r\nIn this case we should ...
2021-07-15T14:09:06Z
2021-07-16T10:23:26Z
2021-07-16T10:23:26Z
CONTRIBUTOR
null
Passing `sep=None` to pandas's `read_csv` lets pandas guess the CSV file's separator This PR allows users to use this pandas's feature by passing `sep=None` to `Dataset.from_csv`: ```python Dataset.from_csv( ..., sep=None ) ```
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Allow the selection of multiple columns at once
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[ "Hi! I was looking into this and hope you can clarify a point. Your my_dataset variable would be of type DatasetDict which means the alternative you've described (dict comprehension) is what makes sense. \r\nIs there a reason why you wouldn't want to convert my_dataset to a pandas df if you'd like to use it like on...
2021-07-15T13:30:45Z
2021-07-23T15:40:57Z
null
CONTRIBUTOR
null
**Is your feature request related to a problem? Please describe.** Similar to pandas, it would be great if we could select multiple columns at once. **Describe the solution you'd like** ```python my_dataset = ... # Has columns ['idx', 'sentence', 'label'] idx, label = my_dataset[['idx', 'label']] ``` **...
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Give a user feedback if the dataset he loads is streamable or not
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[ "#self-assign", "I understand it already raises a `NotImplementedError` exception, eg:\r\n\r\n```\r\n>>> dataset = load_dataset(\"journalists_questions\", name=\"plain_text\", split=\"train\", streaming=True)\r\n\r\n[...]\r\nNotImplementedError: Extraction protocol for file at https://drive.google.com/uc?export=d...
2021-07-15T09:07:27Z
2021-08-02T11:03:21Z
null
MEMBER
null
**Is your feature request related to a problem? Please describe.** I would love to know if a `dataset` is with the current implementation streamable or not. **Describe the solution you'd like** We could show a warning when a dataset is loaded with `load_dataset('...',streaming=True)` when its lot streamable, e.g....
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945,102,321
MDU6SXNzdWU5NDUxMDIzMjE=
2,653
Add SD task for SUPERB
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[ "Note that this subset requires us to:\r\n\r\n* generate the LibriMix corpus from LibriSpeech\r\n* prepare the corpus for diarization\r\n\r\nAs suggested by @lhoestq we should perform these steps locally and add the prepared data to this public repo on the Hub: https://huggingface.co/datasets/superb/superb-data\r\n...
2021-07-15T07:51:40Z
2021-08-04T17:03:52Z
2021-08-04T17:03:52Z
MEMBER
null
Include the SD (Speaker Diarization) task as described in the [SUPERB paper](https://arxiv.org/abs/2105.01051) and `s3prl` [instructions](https://github.com/s3prl/s3prl/tree/master/s3prl/downstream#sd-speaker-diarization). Steps: - [x] Generate the LibriMix corpus - [x] Prepare the corpus for diarization - [x] Up...
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2,652
Fix logging docstring
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2021-07-14T23:19:58Z
2021-07-18T11:41:06Z
2021-07-15T09:57:31Z
CONTRIBUTOR
null
Remove "no tqdm bars" from the docstring in the logging module to align it with the changes introduced in #2534.
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Setting log level higher than warning does not suppress progress bar
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[ "Hi,\r\n\r\nyou can suppress progress bars by patching logging as follows:\r\n```python\r\nimport datasets\r\nimport logging\r\ndatasets.logging.get_verbosity = lambda: logging.NOTSET\r\n# map call ...\r\n```\r\nEDIT: now you have to use `disable_progress_bar `", "Thank you, it worked :)", "See https://github.c...
2021-07-14T21:06:51Z
2022-07-08T14:51:57Z
2021-07-15T03:41:35Z
NONE
null
## Describe the bug I would like to disable progress bars for `.map` method (and other methods like `.filter` and `load_dataset` as well). According to #1627 one can suppress it by setting log level higher than `warning`, however doing so doesn't suppress it with version 1.9.0. I also tried to set `DATASETS_VERBOS...
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2,650
[load_dataset] shard and parallelize the process
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[ "I need the same feature for distributed training", "I think @TevenLeScao is exploring adding multiprocessing in `GeneratorBasedBuilder._prepare_split` - feel free to post updates here :)", "Posted a PR to address the building side, still needs something to load sharded arrow files + tests" ]
2021-07-14T18:04:58Z
2022-10-12T20:05:07Z
null
MEMBER
null
- Some huge datasets take forever to build the first time. (e.g. oscar/en) as it's done in a single cpu core. - If the build crashes, everything done up to that point gets lost Request: Shard the build over multiple arrow files, which would enable: - much faster build by parallelizing the build process - if the p...
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944,651,229
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2,649
adding progress bar / ETA for `load_dataset`
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[ "Is this done now? I see progress bars when using `load_dataset`.", "There are progress bars when downloading data and when preparing them as Arrow files.\r\n\r\nThe \"total silence\" part mentioned in OP refer to checksums verifications which have had some changes in the latest release 2.10:\r\n- they're disable...
2021-07-14T17:34:39Z
2023-03-27T10:32:49Z
null
MEMBER
null
Please consider: ``` Downloading and preparing dataset oscar/unshuffled_deduplicated_en (download: 462.40 GiB, generated: 1.18 TiB, post-processed: Unknown size, total: 1.63 TiB) to cache/oscar/unshuffled_deduplicated_en/1.0.0/84838bd49d2295f62008383b05620571535451d84545037bb94d6f3501651df2... HF google storage unre...
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944,484,522
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2,648
Add web_split dataset for Paraphase and Rephrase benchmark
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[ "#take" ]
2021-07-14T14:24:36Z
2021-07-14T14:26:12Z
null
CONTRIBUTOR
null
## Describe: For getting simple sentences from complex sentence there are dataset and task like wiki_split that is available in hugging face datasets. This web_split is a very similar dataset. There some research paper which states that by combining these two datasets we if we train the model it will yield better resu...
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Fix anchor in README
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2021-07-14T13:22:44Z
2021-07-18T11:41:18Z
2021-07-15T06:50:47Z
CONTRIBUTOR
null
I forgot to push this fix in #2611, so I'm sending it now.
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downloading of yahoo_answers_topics dataset failed
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[ "Hi ! I just tested and it worked fine today for me.\r\n\r\nI think this is because the dataset is stored on Google Drive which has a quota limit for the number of downloads per day, see this similar issue https://github.com/huggingface/datasets/issues/996 \r\n\r\nFeel free to try again today, now that the quota wa...
2021-07-14T12:31:05Z
2022-08-04T08:28:24Z
2022-08-04T08:28:24Z
NONE
null
## Describe the bug I get an error datasets.utils.info_utils.NonMatchingChecksumError: Checksums didn't match for dataset source files when I try to download the yahoo_answers_topics dataset ## Steps to reproduce the bug self.dataset = load_dataset( 'yahoo_answers_topics', cache_dir=self.config...
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2,645
load_dataset processing failed with OS error after downloading a dataset
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[ "Hi ! It looks like an issue with pytorch.\r\n\r\nCould you try to run `import torch` and see if it raises an error ?", "> Hi ! It looks like an issue with pytorch.\r\n> \r\n> Could you try to run `import torch` and see if it raises an error ?\r\n\r\nIt works. Thank you!" ]
2021-07-14T12:23:53Z
2021-07-15T09:34:02Z
2021-07-15T09:34:02Z
NONE
null
## Describe the bug After downloading a dataset like opus100, there is a bug that OSError: Cannot find data file. Original error: dlopen: cannot load any more object with static TLS ## Steps to reproduce the bug ```python from datasets import load_dataset this_dataset = load_dataset('opus100', 'af-en') ``` ...
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944,254,748
MDU6SXNzdWU5NDQyNTQ3NDg=
2,644
Batched `map` not allowed to return 0 items
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[ "Hi ! Thanks for reporting. Indeed it looks like type inference makes it fail. We should probably just ignore this step until a non-empty batch is passed.", "Sounds good! Do you want me to propose a PR? I'm quite busy right now, but if it's not too urgent I could take a look next week.", "Sure if you're interes...
2021-07-14T09:58:19Z
2021-07-26T14:55:15Z
2021-07-26T14:55:15Z
MEMBER
null
## Describe the bug I'm trying to use `map` to filter a large dataset by selecting rows that match an expensive condition (files referenced by one of the columns need to exist in the filesystem, so we have to `stat` them). According to [the documentation](https://huggingface.co/docs/datasets/processing.html#augmenting...
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944,220,273
MDU6SXNzdWU5NDQyMjAyNzM=
2,643
Enum used in map functions will raise a RecursionError with dill.
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[ "I'm running into this as well. (Thank you so much for reporting @jorgeecardona — was staring at this massive stack trace and unsure what exactly was wrong!)", "Hi ! Thanks for reporting :)\r\n\r\nUntil this is fixed on `dill`'s side, we could implement a custom saving in our Pickler indefined in utils.py_utils.p...
2021-07-14T09:16:08Z
2021-11-02T09:51:11Z
null
NONE
null
## Describe the bug Enums used in functions pass to `map` will fail at pickling with a maximum recursion exception as described here: https://github.com/uqfoundation/dill/issues/250#issuecomment-852566284 In my particular case, I use an enum to define an argument with fixed options using the `TraininigArguments` ...
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944,175,697
MDU6SXNzdWU5NDQxNzU2OTc=
2,642
Support multi-worker with streaming dataset (IterableDataset).
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[ "Hi ! This is a great idea :)\r\nI think we could have something similar to what we have in `datasets.Dataset.map`, i.e. a `num_proc` parameter that tells how many processes to spawn to parallelize the data processing. \r\n\r\nRegarding AUTOTUNE, this could be a nice feature as well, we could see how to add it in a...
2021-07-14T08:22:58Z
2021-07-15T09:37:34Z
null
CONTRIBUTOR
null
**Is your feature request related to a problem? Please describe.** The current `.map` does not support multi-process, CPU can become bottleneck if the pre-processing is complex (e.g. t5 span masking). **Describe the solution you'd like** Ideally `.map` should support multi-worker like tfds, with `AUTOTUNE`. **D...
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943,838,085
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2,641
load_dataset("financial_phrasebank") NonMatchingChecksumError
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[ "Hi! It's probably because this dataset is stored on google drive and it has a per day quota limit. It should work if you retry, I was able to initiate the download.\r\n\r\nSimilar issue [here](https://github.com/huggingface/datasets/issues/2646)", "Hi ! Loading the dataset works on my side as well.\r\nFeel free ...
2021-07-13T21:21:49Z
2022-08-04T08:30:08Z
2022-08-04T08:30:08Z
NONE
null
## Describe the bug Attempting to download the financial_phrasebank dataset results in a NonMatchingChecksumError ## Steps to reproduce the bug ```python from datasets import load_dataset dataset = load_dataset("financial_phrasebank", 'sentences_allagree') ``` ## Expected results I expect to see the financi...
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943,591,055
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2,640
Fix docstrings
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2021-07-13T16:09:14Z
2021-07-15T06:51:01Z
2021-07-15T06:06:12Z
MEMBER
null
Fix rendering of some docstrings.
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Refactor patching to specific submodule
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2021-07-13T15:08:45Z
2021-07-13T16:52:49Z
2021-07-13T16:52:49Z
MEMBER
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Minor reorganization of the code, so that additional patching functions (not related to streaming) might be created. In relation with the initial approach followed in #2631.
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Streaming for the Json loader
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[ "A note is that I think we should add a few indicator of status (as mentioned by @stas00 in #2649), probably at the (1) downloading, (2) extracting and (3) reading steps. In particular when loading many very large files it's interesting to know a bit where we are in the process.", "I tested locally, and the built...
2021-07-13T14:37:06Z
2021-07-16T15:59:32Z
2021-07-16T15:59:31Z
MEMBER
null
It was not using `open` in the builder. Therefore `pyarrow.json.read_json` was downloading the full file to start yielding rows. Moreover, it appeared that `pyarrow.json.read_json` was not really suited for streaming as it was downloading too much data and failing if `block_size` was not properly configured (related...
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Streaming for the Pandas loader
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2021-07-13T09:18:21Z
2021-07-13T14:37:24Z
2021-07-13T14:37:23Z
MEMBER
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It was not using open in the builder. Therefore pd.read_pickle could fail when streaming from a private repo for example. Indeed, when streaming, open is extended to support reading from remote files and handles authentication to the HF Hub
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2021-07-13T09:08:58Z
2021-07-13T15:19:38Z
2021-07-13T15:19:37Z
MEMBER
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It was not using `open` in the builder. Therefore `pd.read_csv` was downloading the full file to start yielding rows. Indeed, when streaming, `open` is extended to support reading from remote file progressively.
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Inject ASR template for lj_speech dataset
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2021-07-13T06:04:54Z
2021-07-13T09:05:09Z
2021-07-13T09:05:09Z
MEMBER
null
Related to: #2565, #2633. cc: @lewtun
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https://api.github.com/repos/huggingface/datasets/issues/2633
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942,396,414
MDExOlB1bGxSZXF1ZXN0Njg4MTMwOTA5
2,633
Update ASR tags
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2021-07-12T19:58:31Z
2021-07-13T05:45:26Z
2021-07-13T05:45:13Z
MEMBER
null
This PR updates the ASR tags of the 5 datasets added in #2565 following the change of task categories in #2620
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942,293,727
MDExOlB1bGxSZXF1ZXN0Njg4MDQyMjcw
2,632
add image-classification task template
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[ "Awesome!", "Thanks for adding a new task template - great work @nateraw 🚀 !" ]
2021-07-12T17:41:03Z
2021-07-13T15:44:28Z
2021-07-13T15:28:16Z
CONTRIBUTOR
null
Snippet below is the tl;dr, but you can try it out directly here: [![Open In Collab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/gist/nateraw/005c025d41f0e48ae3d4ee61c0f20b70/image-classification-task-template-demo.ipynb) ```python from datasets import load_datase...
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942,242,271
MDExOlB1bGxSZXF1ZXN0Njg3OTk3MzM2
2,631
Delete extracted files when loading dataset
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[ "Sure @stas00, it is still a draft pull request. :)", "Yes, I noticed it after reviewing - my apologies.", "The problem with this approach is that it also deletes the downloaded files (if they need not be extracted). 😟 ", "> The problem with this approach is that it also deletes the downloaded files (if they...
2021-07-12T16:39:33Z
2021-07-19T09:08:19Z
2021-07-19T09:08:19Z
MEMBER
null
Close #2481, close #2604, close #2591. cc: @stas00, @thomwolf, @BirgerMoell
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942,102,956
MDU6SXNzdWU5NDIxMDI5NTY=
2,630
Progress bars are not properly rendered in Jupyter notebook
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[ "To add my experience when trying to debug this issue:\r\n\r\nSeems like previously the workaround given [here](https://github.com/tqdm/tqdm/issues/485#issuecomment-473338308) worked around this issue. But with the latest version of jupyter/tqdm I still get terminal warnings that IPython tried to send a message fro...
2021-07-12T14:07:13Z
2022-02-03T15:55:33Z
2022-02-03T15:55:33Z
MEMBER
null
## Describe the bug The progress bars are not Jupyter widgets; regular progress bars appear (like in a terminal). ## Steps to reproduce the bug ```python ds.map(tokenize, num_proc=10) ``` ## Expected results Jupyter widgets displaying the progress bars. ## Actual results Simple plane progress bars. cc...
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941,819,205
MDU6SXNzdWU5NDE4MTkyMDU=
2,629
Load datasets from the Hub without requiring a dataset script
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[ "This is so cool, let us know if we can help with anything on the hub side (@Pierrci @elishowk) 🎉 " ]
2021-07-12T08:45:17Z
2021-08-25T14:18:08Z
2021-08-25T14:18:08Z
MEMBER
null
As a user I would like to be able to upload my csv/json/text/parquet/etc. files in a dataset repository on the Hugging Face Hub and be able to load this dataset with `load_dataset` without having to implement a dataset script. Moreover I would like to be able to specify which file goes into which split using the `da...
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941,676,404
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2,628
Use ETag of remote data files
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2021-07-12T05:10:10Z
2021-07-12T14:08:34Z
2021-07-12T08:40:07Z
MEMBER
null
Use ETag of remote data files to create config ID. Related to #2616.
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941,503,349
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2,627
Minor fix tests with Windows paths
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2021-07-11T17:55:48Z
2021-07-12T14:08:47Z
2021-07-12T08:34:50Z
MEMBER
null
Minor fix tests with Windows paths.
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941,497,830
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2,626
Use correct logger in metrics.py
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2021-07-11T17:22:30Z
2021-07-12T14:08:54Z
2021-07-12T05:54:29Z
CONTRIBUTOR
null
Fixes #2624
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941,439,922
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2,625
⚛️😇⚙️🔑
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2021-07-11T12:14:34Z
2021-07-12T05:55:59Z
2021-07-12T05:55:59Z
NONE
null
null
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941,318,247
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2,624
can't set verbosity for `metric.py`
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[ "Thanks @thomas-happify for reporting and thanks @mariosasko for the fix." ]
2021-07-10T20:23:45Z
2021-07-12T05:54:29Z
2021-07-12T05:54:29Z
NONE
null
## Describe the bug ``` [2021-07-10 20:13:11,528][datasets.utils.filelock][INFO] - Lock 139705371374976 acquired on /root/.cache/huggingface/metrics/seqeval/default/default_experiment-1-0.arrow.lock [2021-07-10 20:13:11,529][datasets.arrow_writer][INFO] - Done writing 32 examples in 6100 bytes /root/.cache/huggingfa...
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941,265,342
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2,623
[Metrics] added wiki_split metrics
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[ "Looks all good to me thanks :)\r\nJust did some minor corrections in the docstring" ]
2021-07-10T14:51:50Z
2021-07-14T14:28:13Z
2021-07-12T22:34:31Z
CONTRIBUTOR
null
Fixes: #2606 This pull request adds combine metrics for the wikisplit or English sentence split task Reviewer: @patrickvonplaten
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2,622
Integration with AugLy
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[ "Hi,\r\n\r\nyou can define your own custom formatting with `Dataset.set_transform()` and then run the tokenizer with the batches of augmented data as follows:\r\n```python\r\ndset = load_dataset(\"imdb\", split=\"train\") # Let's say we are working with the IMDB dataset\r\ndset.set_transform(lambda ex: {\"text\": ...
2021-07-10T00:03:09Z
2021-07-11T17:08:11Z
null
NONE
null
**Is your feature request related to a problem? Please describe.** Facebook recently launched a library, [AugLy](https://github.com/facebookresearch/AugLy) , that has a unified API for augmentations for image, video and text. It would be pretty exciting to have it hooked up to HF libraries so that we can make NLP m...
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940,916,446
MDExOlB1bGxSZXF1ZXN0Njg2OTE1Mzcw
2,621
Use prefix to allow exceed Windows MAX_PATH
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[ "Does this mean the `FileNotFoundError` that avoids infinite loop can be removed?", "Yes, I think so...", "Or maybe we could leave it in case a relative path exceeds the MAX_PATH limit?", " > Or maybe we could leave it in case a relative path exceeds the MAX_PATH limit?\r\n\r\nWhat about converting relative p...
2021-07-09T16:39:53Z
2021-07-16T15:28:12Z
2021-07-16T15:28:11Z
MEMBER
null
By using this prefix, you can exceed the Windows MAX_PATH limit. See: https://docs.microsoft.com/en-us/windows/win32/fileio/naming-a-file?redirectedfrom=MSDN#win32-file-namespaces Related to #2524, #2220.
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940,893,389
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2,620
Add speech processing tasks
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[ "Are there any `task_categories:automatic-speech-recognition` dataset for which we should update the tags ?", "> Are there any `task_categories:automatic-speech-recognition` dataset for which we should update the tags ?\r\n\r\nYes there's a few - I'll fix them tomorrow :)" ]
2021-07-09T16:07:29Z
2021-07-12T18:32:59Z
2021-07-12T17:32:02Z
MEMBER
null
This PR replaces the `automatic-speech-recognition` task category with a broader `speech-processing` category. The tasks associated with this category are derived from the [SUPERB benchmark](https://arxiv.org/abs/2105.01051), and ASR is included in this set.
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940,858,236
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2,619
Add ASR task for SUPERB
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[ "Wait until #2620 is merged before pushing the README tags in this PR", "> Thanks!\r\n> \r\n> One question: aren't you adding `task_templates` to the `_info` method (and to the `dataset_infos.json`?\r\n\r\ngreat catch! i've now added the asr task template (along with a mapping from superb task -> template) and up...
2021-07-09T15:19:45Z
2021-07-15T08:55:58Z
2021-07-13T12:40:18Z
MEMBER
null
This PR starts building up the SUPERB benchmark by including the ASR task as described in the [SUPERB paper](https://arxiv.org/abs/2105.01051) and `s3prl` [instructions](https://github.com/s3prl/s3prl/tree/v0.2.0/downstream#asr-automatic-speech-recognition). Usage: ```python from datasets import load_dataset ...
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940,852,640
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2,618
`filelock.py` Error
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[ "Hi @liyucheng09, thanks for reporting.\r\n\r\nApparently this issue has to do with your environment setup. One question: is your data in an NFS share? Some people have reported this error when using `fcntl` to write to an NFS share... If this is the case, then it might be that your NFS just may not be set up to pr...
2021-07-09T15:12:49Z
2021-07-12T06:20:30Z
null
NONE
null
## Describe the bug It seems that the `filelock.py` went error. ``` >>> ds=load_dataset('xsum') ^CTraceback (most recent call last): File "/user/HS502/yl02706/.conda/envs/lyc/lib/python3.6/site-packages/datasets/utils/filelock.py", line 402, in _acquire fcntl.flock(fd, fcntl.LOCK_EX | fcntl.LOCK_NB) ...
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940,846,847
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2,617
Fix missing EOL issue in to_json for old versions of pandas
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2021-07-09T15:05:45Z
2021-07-12T14:09:00Z
2021-07-09T15:28:33Z
MEMBER
null
Some versions of pandas don't add an EOL at the end of the output of `to_json`. Therefore users could end up having two samples in the same line Close https://github.com/huggingface/datasets/issues/2615
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2,616
Support remote data files
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[ "@lhoestq maybe we could also use (if available) the ETag of the remote file in `create_config_id`?", "> @lhoestq maybe we could also use (if available) the ETag of the remote file in `create_config_id`?\r\n\r\nSure ! We can get the ETag with\r\n```python\r\nheaders = get_authentication_headers_for_url(url, use_a...
2021-07-09T14:07:38Z
2021-07-09T16:13:41Z
2021-07-09T16:13:41Z
MEMBER
null
Add support for (streaming) remote data files: ```python data_files = f"https://huggingface.co/datasets/{repo_id}/resolve/main/{relative_file_path}" ds = load_dataset("json", split="train", data_files=data_files, streaming=True) ``` cc: @thomwolf
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2,615
Jsonlines export error
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[ "Thanks for reporting @TevenLeScao! I'm having a look...", "(not sure what just happened on the assignations sorry)", "For some reason this happens (both `datasets` version are on master) only on Python 3.6 and not Python 3.8.", "@TevenLeScao we are using `pandas` to serialize the dataset to JSON Lines. So it...
2021-07-09T14:02:05Z
2021-07-09T15:29:07Z
2021-07-09T15:28:33Z
MEMBER
null
## Describe the bug When exporting large datasets in jsonlines (c4 in my case) the created file has an error every 9999 lines: the 9999th and 10000th are concatenated, thus breaking the jsonlines format. This sounds like it is related to batching, which is by 10000 by default ## Steps to reproduce the bug This wha...
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2,614
Convert numpy scalar to python float in Pearsonr output
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2021-07-09T13:22:55Z
2021-07-12T14:13:02Z
2021-07-09T14:04:38Z
MEMBER
null
Following of https://github.com/huggingface/datasets/pull/2612
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Use ndarray.item instead of ndarray.tolist
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2021-07-09T13:19:35Z
2021-07-12T14:12:57Z
2021-07-09T13:50:05Z
MEMBER
null
This PR follows up on #2612 to use `numpy.ndarray.item` instead of `numpy.ndarray.tolist` as the latter is somewhat confusing to the developer (even though it works). Judging from the `numpy` docs, `ndarray.item` is closer to what we want: https://numpy.org/doc/stable/reference/generated/numpy.ndarray.item.html#nump...
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Return Python float instead of numpy.float64 in sklearn metrics
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[ "I opened an issue on the `sklearn` repo to understand why `numpy.float64` is the default: https://github.com/scikit-learn/scikit-learn/discussions/20490", "It could be surprising at first to use `tolist()` on numpy scalars but it works ^^", "did the same for Pearsonr here: https://github.com/huggingface/datase...
2021-07-09T09:48:09Z
2021-07-12T14:12:53Z
2021-07-09T13:03:54Z
MEMBER
null
This PR converts the return type of all `sklearn` metrics to be Python `float` instead of `numpy.float64`. The reason behind this is that our Hub evaluation framework relies on converting benchmark-specific metrics to YAML ([example](https://huggingface.co/datasets/autonlp/autonlp-benchmark-raft-neelalex__raft-test-...
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More consistent naming
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2021-07-09T00:09:17Z
2021-07-13T17:13:19Z
2021-07-13T16:08:30Z
CONTRIBUTOR
null
As per @stas00's suggestion in #2500, this PR inserts a space between the logo and the lib name (`🤗Datasets` -> `🤗 Datasets`) for consistency with the Transformers lib. Additionally, more consistent names are used for Datasets Hub, etc.
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Add missing WikiANN language tags
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2021-07-08T14:08:01Z
2021-07-12T14:12:16Z
2021-07-08T15:44:04Z
MEMBER
null
Add missing language tags for WikiANN datasets.
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Fix potential DuplicatedKeysError
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[ "Finally, I'm splitting this PR." ]
2021-07-08T08:38:04Z
2021-07-12T14:13:16Z
2021-07-09T16:42:08Z
MEMBER
null
Fix potential DiplicatedKeysError by ensuring keys are unique. We should promote as a good practice, that the keys should be programmatically generated as unique, instead of read from data (which might be not unique).
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Support streaming JSON files
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2021-07-07T13:30:22Z
2021-07-12T14:12:31Z
2021-07-08T16:08:41Z
MEMBER
null
Use open in JSON dataset builder, so that it can be patched with xopen for streaming. Close #2607.
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2,607
Streaming local gzip compressed JSON line files is not working
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[ "Updating to pyarrow-4.0.1 didn't fix the issue", "Here is an exemple dataset with 2 of these compressed JSON files: https://huggingface.co/datasets/thomwolf/github-python", "Hi @thomwolf, thanks for reporting.\r\n\r\nIt seems this might be due to the fact that the JSON Dataset builder uses `pyarrow.json` (`paj...
2021-07-07T11:36:33Z
2021-07-20T09:50:19Z
2021-07-08T16:08:41Z
MEMBER
null
## Describe the bug Using streaming to iterate on local gzip compressed JSON files raise a file not exist error ## Steps to reproduce the bug ```python from datasets import load_dataset streamed_dataset = load_dataset('json', split='train', data_files=data_files, streaming=True) next(iter(streamed_dataset))...
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[Metrics] addition of wiki_split metrics
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[ "#take" ]
2021-07-07T10:56:04Z
2021-07-12T22:34:31Z
2021-07-12T22:34:31Z
CONTRIBUTOR
null
**Is your feature request related to a problem? Please describe.** While training the model on sentence split the task in English we require to evaluate the trained model on `Exact Match`, `SARI` and `BLEU` score like this ![image](https://user-images.githubusercontent.com/26653468/124746876-ff5a3380-df3e-11eb-9a01...
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Make any ClientError trigger retry in streaming mode (e.g. ClientOSError)
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2021-07-07T08:47:23Z
2021-07-12T14:10:27Z
2021-07-07T08:59:13Z
MEMBER
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During the FLAX sprint some users have this error when streaming datasets: ```python aiohttp.client_exceptions.ClientOSError: [Errno 104] Connection reset by peer ``` This error must trigger a retry instead of directly crashing Therefore I extended the error type that triggers the retry to be the base aiohttp er...
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https://api.github.com/repos/huggingface/datasets/issues/2605/timeline
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