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https://api.github.com/repos/huggingface/datasets/issues/3108
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1,030,405,618
PR_kwDODunzps4tY8ID
3,108
Add Google BLEU (aka GLEU) metric
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1,634,654,918,000
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This PR adds the NLTK implementation of Google BLEU metric. This is also a part of an effort to resolve an unfortunate naming collision between GLEU for machine translation and GLEU for grammatical error correction. I used [this page](https://huggingface.co/docs/datasets/add_metric.html) for reference. Please, point ...
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1,030,357,527
PR_kwDODunzps4tYyhF
3,107
Add paper BibTeX citation
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1,634,652,491,000
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Add paper BibTeX citation to README file.
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https://api.github.com/repos/huggingface/datasets/issues/3106
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1,030,112,473
PR_kwDODunzps4tYA6i
3,106
Fix URLs in blog_authorship_corpus dataset
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1,634,637,965,000
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MEMBER
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After contacting the authors of the paper "Effects of Age and Gender on Blogging", they confirmed: - the old URLs are no longer valid - there are alternative host URLs Fix #3091.
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1,029,098,843
I_kwDODunzps49Vs1b
3,105
download_mode=`force_redownload` does not work on removed datasets
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CONTRIBUTOR
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## Describe the bug If a cached dataset is removed from the library, I don't see how to delete it programmatically. I thought that using `force_redownload` would try to refresh the cache, then raise an exception, but it reuses the cache instead. ## Steps to reproduce the bug _requires to already have `wit` in ...
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1,029,080,412
I_kwDODunzps49VoVc
3,104
Missing Zenodo 1.13.3 release
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[ "Zenodo has fixed on their side the 1.13.3 release: https://zenodo.org/record/5589150" ]
1,634,561,838,000
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MEMBER
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After `datasets` 1.13.3 release, this does not appear in Zenodo releases: https://zenodo.org/record/5570305 TODO: - [x] Contact Zenodo support - [x] Check it is fixed
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1,029,069,310
PR_kwDODunzps4tUzJQ
3,103
Fix project description in PyPI
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1,634,561,249,000
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MEMBER
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Fix project description appearing in PyPI, so that it contains the content of the README.md file (like transformers). Currently, `datasets` project description appearing in PyPI shows the release instructions addressed to core maintainers: https://pypi.org/project/datasets/1.13.3/ Fix #3102.
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1,029,067,062
I_kwDODunzps49VlE2
3,102
Unsuitable project description in PyPI
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Currently, `datasets` project description appearing in PyPI shows the release instructions addressed to core maintainers: https://pypi.org/project/datasets/1.13.3/
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1,028,966,968
PR_kwDODunzps4tUelE
3,101
Update SUPERB to use Audio features
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[ "Thank you! Sorry I forgot this one @albertvillanova" ]
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MEMBER
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This is the same dataset refresh as the other Audio ones: https://github.com/huggingface/datasets/pull/3081 cc @patrickvonplaten
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1,028,738,180
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3,100
Replace FSTimeoutError with parent TimeoutError
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PR #3050 introduced a dependency on `fsspec.FSTiemoutError`. Note that this error only exists from `fsspec` version `2021.06.0` (June 2021). To fix #3097, there are 2 alternatives: - Either pinning `fsspec` to versions newer or equal to `2021.06.0` - Or replacing `fsspec.FSTimeoutError` wth its parent `asyncio.Tim...
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3,099
AttributeError: module 'huggingface_hub.hf_api' has no attribute 'DatasetInfo'
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[ "Hi @JTWang2000, thanks for reporting.\r\n\r\nHowever, I cannot reproduce your reported bug:\r\n```python\r\n>>> from datasets import load_dataset\r\n\r\n>>> dataset = load_dataset(\"sst\", \"default\")\r\n>>> dataset\r\nDatasetDict({\r\n train: Dataset({\r\n features: ['sentence', 'label', 'tokens', 'tre...
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## Describe the bug When using `pip install datasets` or use `conda install -c huggingface -c conda-forge datasets` cannot install datasets ## Steps to reproduce the bug ```python from datasets import load_dataset dataset = load_dataset("sst", "default") ``` ## Actual results ---------------------------...
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3,098
Push to hub capabilities for `Dataset` and `DatasetDict`
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[ "Thank you for your reviews! I should have addressed all of your comments, and I added a test to ensure that `private` datasets work correctly too. I have merged the changes in `huggingface_hub`, so the `main` branch can be installed now; and I will release v0.1.0 soon.\r\n\r\nAs blockers for this PR:\r\n- It's sti...
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This PR implements a `push_to_hub` method on `Dataset` and `DatasetDict`. This does not currently work in `IterableDatasetDict` nor `IterableDataset` as those are simple dicts and I would like your opinion on how you would like to implement this before going ahead and doing it. This implementation needs to be used w...
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`ModuleNotFoundError: No module named 'fsspec.exceptions'`
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[ "Thanks for reporting, @VictorSanh.\r\n\r\nI'm fixing it." ]
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## Describe the bug I keep runnig into a fsspec ModuleNotFound error ## Steps to reproduce the bug ```python >>> from datasets import get_dataset_infos 2021-10-15 15:25:37.863206: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcudart.so.11.0'; dlerror: libcudar...
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Fix Audio feature mp3 resampling
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Issue #3095 is related to mp3 resampling, not to `cast_column`. This PR fixes Audio feature mp3 resampling. Fix #3095.
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`cast_column` makes audio decoding fail
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[ "cc @anton-l @albertvillanova ", "Thanks for reporting, @patrickvonplaten.\r\n\r\nI think the issue is related to mp3 resampling, not to `cast_column`.\r\n\r\nYou can check that `cast_column` works OK with non-mp3 audio files:\r\n```python\r\nfrom datasets import load_dataset\r\nimport datasets\r\nds = load_datas...
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## Describe the bug After changing the sampling rate automatic decoding fails. ## Steps to reproduce the bug ```python from datasets import load_dataset import datasets ds = load_dataset("common_voice", "ab", split="train") ds = ds.cast_column("audio", datasets.features.Audio(sampling_rate=16_000)) pr...
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I_kwDODunzps49O8p5
3,094
Support loading a dataset from SQLite files
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As requested by @julien-c, we could eventually support loading a dataset from SQLite files, like it is the case for JSON/CSV files.
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Error loading json dataset with multiple splits if keys in nested dicts have a different order
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[ "Hi, \r\n\r\neven Pandas, which is less strict compared to PyArrow when it comes to reading JSON, doesn't support different orderings:\r\n```python\r\nimport io\r\nimport pandas as pd\r\n\r\ns = \"\"\"\r\n{\"a\": {\"c\": 8, \"b\": 5}}\r\n{\"a\": {\"b\": 7, \"c\": 6}}\r\n\"\"\"\r\n\r\nbuffer = io.StringIO(s)\r\ndf =...
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## Describe the bug Loading a json dataset with multiple splits that have nested dicts with keys in different order results in the error below. If the keys in the nested dicts always have the same order or even if you just load a single split in which the nested dicts don't have the same order, everything works fin...
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Fix JNLBA dataset
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[ "Fix #3089.", "@albertvillanova all tests are passing now. Either you or @lhoestq can review it!" ]
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As mentioned in #3089, I've added more tags and also updated the link for dataset which was earlier using a Google Drive link. I'm having problem with generating dummy data as `datasets-cli dummy_data ./datasets/jnlpba --auto_generate --match_text_files "*.iob2"` is giving `datasets.keyhash.DuplicatedKeysError: FAIL...
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`blog_authorship_corpus` is broken
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[ "Hi @fdtomasi, thanks for reporting.\r\n\r\nYou are right: the original host data URL does no longer exist.\r\n\r\nI've contacted the authors of the dataset to ask them if they host this dataset in another URL.", "Hi, @fdtomasi, the URL is fixed.\r\n\r\nThe fix is already in our master branch and it will be acces...
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## Describe the bug The dataset `blog_authorship_corpus` is broken. By bypassing the checksum checks, the loading does not return any error but the resulting dataset is empty. I suspect it is because the data download url is broken (http://www.cs.biu.ac.il/~koppel/blogs/blogs.zip). ## Steps to reproduce the bug ...
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Update BibTeX entry
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Update BibTeX entry.
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JNLPBA Dataset
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[ "# Steps to reproduce\r\n\r\nTo reproduce:\r\n\r\n```python\r\nfrom datasets import load_dataset\r\ndataset = load_dataset('jnlpba')\r\n\r\ndataset['train'].features['ner_tags']\r\n```\r\nOutput:\r\n```python\r\nSequence(feature=ClassLabel(num_classes=3, names=['O', 'B', 'I'], names_file=None, id=None), length=-1, ...
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NONE
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## 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 ``` ## Expected results The dataset loading script for this dataset is incorrect. This is a biomedical dataset used for named entity recognition. The entities in ...
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Use template column_mapping to transmit_format instead of template features
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[ "Thanks for fixing!" ]
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Use `template.column_mapping` to check for modified columns since `template.features` represent a generic template/column mapping. Fix #3087 TODO: - [x] Add a test
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Removing label column in a text classification dataset yields to errors
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## Describe the bug This looks like #3059 but it's not linked to the cache this time. Removing the `label` column from a text classification dataset and then performing any processing will result in an error. To reproduce: ```py from datasets import load_dataset from transformers import AutoTokenizer raw_da...
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Remove _resampler from Audio fields
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The `_resampler` Audio attribute was implemented to optimize audio resampling, but it should not be cached. This PR removes `_resampler` from Audio fields, so that it is not returned by `fields()` or `asdict()`. Fix #3083.
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Fixes to `to_tf_dataset`
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[ "Hi ! Can you give some details about why you need these changes ?", "Hey, sorry, I should have explained! I've been getting a lot of `VisibleDeprecationWarning` from Numpy, due to an issue in the formatter, see #3084 . This is a temporary workaround (since I'm using these methods in the upcoming course) until I ...
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VisibleDeprecationWarning when using `set_format("numpy")`
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[ "I just opened a PR and I verified that the code you provided doesn't show any deprecation warning :)" ]
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Code to reproduce: ``` from datasets import load_dataset dataset = load_dataset("glue", "mnli") from transformers import AutoTokenizer tokenizer = AutoTokenizer.from_pretrained('distilbert-base-cased') def tokenize_function(dataset): return tokenizer(dataset['premise']) tokenized_datasets = dataset....
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Datasets with Audio feature raise error when loaded from cache due to _resampler parameter
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## Describe the bug As reported by @patrickvonplaten, when loaded from the cache, datasets containing the Audio feature raise TypeError. ## Steps to reproduce the bug ```python from datasets import load_dataset # load first time works ds = load_dataset("patrickvonplaten/librispeech_asr_dummy", "clean") # ...
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Fix error related to huggingface_hub timeout parameter
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The `huggingface_hub` package added the parameter `timeout` from version 0.0.19. This PR bumps this minimal version. Fix #3080.
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[Audio datasets] Adapting all audio datasets
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[ "@lhoestq - are there other important speech datasets that I'm forgetting here? \r\n\r\nThink PR is good to go otherwise", "@lhoestq @albertvillanova - how can we make an exception for the AMI README so that the test doesn't fail? The dataset card definitely should have a data preprocessing section", "Hi @patri...
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This PR adds the new `Audio(...)` features - see: https://github.com/huggingface/datasets/pull/2324 to the most important audio datasets: - Librispeech - Timit - Common Voice - AMI - ... (others I'm forgetting now) The PR is curently blocked because the following leads to a problem: ```python from dataset...
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Error related to timeout keyword argument
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## Describe the bug As reported by @patrickvonplaten, a TypeError is raised when trying to load a dataset. ## Steps to reproduce the bug ```python from datasets import load_dataset ds = load_dataset("patrickvonplaten/librispeech_asr_dummy", "clean") ``` ## Actual results ``` TypeError: dataset_info() got ...
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Fix loading a metric with internal import
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After refactoring the module factory (#2986), a bug was introduced when loading metrics with internal imports. This PR adds a new test case and fixes this bug. Fix #3076. CC: @sgugger @merveenoyan
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Error when loading a metric
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## Describe the bug As reported by @sgugger, after last release, exception is thrown when loading a metric. ## Steps to reproduce the bug ```python from datasets import load_metric metric = load_metric("squad_v2") ``` ## Actual results ``` FileNotFoundError Traceback (most recent ...
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PR_kwDODunzps4tL75E
3,075
Updates LexGLUE and MultiEURLEX README.md files
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Updates LexGLUE and MultiEURLEX README.md files - Fix leaderboard in LexGLUE. - Fix an error in the CaseHOLD data example. - Turn MultiEURLEX dataset statistics table into HTML to nicely render in HF website.
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3,074
add XCSR dataset
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[ "> Hi ! Thanks for adding this dataset :)\r\n> \r\n> Do you know how the translations were done ? Maybe we can mention that in the dataset card.\r\n> \r\n> The rest looks all good to me :) good job with the dataset script and the dataset card !\r\n> \r\n> Just one thing: we try to have dummy_data.zip files that are...
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CONTRIBUTOR
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Hi, I wanted to add the [XCSR ](https://inklab.usc.edu//XCSR/xcsr_datasets) dataset to huggingface! :) I followed the instructions of adding new dataset to huggingface and have all the required files ready now! It would be super helpful if you can take a look and review them. Thanks in advance for your time and ...
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1,025,718,469
I_kwDODunzps49IzjF
3,073
Import error installing with ppc64le
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[ "This seems to be an issue with importing PyArrow so I posted the problem [here](https://issues.apache.org/jira/browse/ARROW-14323), and I'm closing this issue.\r\n" ]
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NONE
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## Describe the bug Installing the datasets library with a computer running with ppc64le seems to cause an issue when importing the datasets library. ``` python Python 3.6.13 | packaged by conda-forge | (default, Sep 23 2021, 07:37:44) [GCC 9.4.0] on linux Type "help", "copyright", "credits" or "license" for...
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1,025,233,152
PR_kwDODunzps4tJNnD
3,072
Fix pathlib patches for streaming
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MEMBER
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Fix issue https://github.com/huggingface/datasets/issues/2866 (for good this time) `counter` now works in both streaming and non-streaming mode. And the `AttributeError: 'str' object has no attribute 'as_posix'` related to the patch of Path.open is fixed as well Note : the patches should only affect the datasets...
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1,024,893,493
I_kwDODunzps49FqI1
3,071
Custom plain text dataset, plain json dataset and plain csv dataset are remove from datasets template folder
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[ "Hi @zixiliuUSC, \r\n\r\nAs explained in the documentation (https://huggingface.co/docs/datasets/loading.html#json), we support loading any dataset in JSON (as well as CSV, text, Parquet) format:\r\n```python\r\nds = load_dataset('json', data_files='my_file.json')\r\n```" ]
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NONE
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## Adding a Dataset - **Name:** text, json, csv - **Description:** I am developing a customized dataset loading script. The problem is mainly about my custom dataset is seperate into many files and I only find a dataset loading template in [https://github.com/huggingface/datasets/blob/1.2.1/datasets/json/json.py](ht...
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3,070
Fix Windows CI with FileNotFoundError when stting up s3_base fixture
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[ "Thanks ! Sorry for the inconvenience ^^' " ]
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MEMBER
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Fix #3069.
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CI fails on Windows with FileNotFoundError when stting up s3_base fixture
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MEMBER
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## Describe the bug After commit 9353fc863d0c99ab0427f83cc5a4f04fcf52f1df, the CI fails on Windows with FileNotFoundError when stting up s3_base fixture. See: https://app.circleci.com/pipelines/github/huggingface/datasets/8151/workflows/5db8d154-badd-4d3d-b202-ca7a318997a2/jobs/50321 Error summary: ``` ERROR tes...
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PR_kwDODunzps4tHhOC
3,068
feat: increase streaming retry config
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[ "@lhoestq I had 2 runs for more than 2 days each, continuously streaming (they were failing before with 3 retries at 1 sec interval).\r\n\r\nThey are running on TPU's (so great internet connection) and only had connection errors a few times each (3 & 4). Each time it worked after only 1 retry.\r\nThe reason for a h...
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CONTRIBUTOR
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Increase streaming config parameters: * retry interval set to 5 seconds * max retries set to 20 (so 1mn 40s)
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PR_kwDODunzps4tFSCy
3,067
add story_cloze
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[ "Thanks for pushing this dataset :)\r\n\r\nAccording to the CI, the file `cloze_test_val__spring2016 - cloze_test_ALL_val.csv` is missing in the dummy data zip file (the zip files seem empty). Feel free to add this file with 4-5 lines and it should be good\r\n\r\nAnd you can fix the YAML tags with\r\n```yaml\r\npre...
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CONTRIBUTOR
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3,066
Add iter_archive
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Added the `iter_archive` method for the StreamingDownloadManager. It was already implemented in the regular DownloadManager. Now it can be used to stream from TAR archives as mentioned in https://github.com/huggingface/datasets/issues/2829 I also updated the `food101` dataset as an example. Any image/audio data...
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Fix test command after refac
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Fix the `datasets-cli` test command after the `prepare_module` change in #2986
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Make `interleave_datasets` more robust
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[ "Hi @lhoestq Any response on this issue?", "Hi ! Sorry for the late response\r\n\r\nI agree `interleave_datasets` would benefit a lot from having more flexibility. If I understand correctly it would be nice to be able to define stopping strategies like `stop=\"first_exhausted\"` (default) or `stop=\"all_exhauste...
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**Is your feature request related to a problem? Please describe.** Right now there are few hiccups using `interleave_datasets`. Interleaved dataset iterates until the smallest dataset completes it's iterator. In this way larger datasets may not complete full epoch of iteration. It creates new problems in calculation...
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Windows CI is unable to test streaming properly because of SSL issues
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[ "I think this problem is already fixed:\r\n```python\r\nIn [4]: import fsspec\r\n ...:\r\n ...: url = \"https://moon-staging.huggingface.co/datasets/__DUMMY_TRANSFORMERS_USER__/my-dataset-16242824690709/resolve/main/.gitattributes\"\r\n ...:\r\n ...: fsspec.open(url).open()\r\nOut[4]: <File-like object HTTP...
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In https://github.com/huggingface/datasets/pull/3041 the windows tests were skipped because of SSL issues with moon-staging.huggingface.co:443 The issue appears only on windows with asyncio. On Linux it works. With requests it works as well. And with the production environment huggingface.co it also works. to rep...
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Update summary on PyPi beyond NLP
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More than just NLP now
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Feature request : add leave=True to dataset.map to enable tqdm nested bars (and whilst we're at it couldn't we get a way to access directly tqdm underneath?)
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[ "@lhoestq, @albertvillanova can we have `**tqdm_kwargs` in `map`? If there are any fields that are important to our tqdm (like iterable or unit), we can pop them before initialising the tqdm object so as to avoid duplicity.", "Hi ! Sounds like a good idea :)\r\n\r\nAlso I think it would be better to have this as ...
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**A clear and concise description of what you want to happen.** It would be so nice to be able to nest HuggingFace `Datasets.map() ` progress bars in the grander scheme of things and whilst we're at it why not other functions. **Describe alternatives you've considered** By the way is there not a way to directl...
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load_dataset('openwebtext') yields "Compressed file ended before the end-of-stream marker was reached"
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[ "Hi @RylanSchaeffer, thanks for reporting.\r\n\r\nI'm sorry, but I was not able to reproduce your problem.\r\n\r\nNormally, the reason for this type of error is that, during your download of the data files, this was not fully complete.\r\n\r\nCould you please try to load the dataset again but forcing its redownload...
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## Describe the bug When I try `load_dataset('openwebtext')`, I receive a "EOFError: Compressed file ended before the end-of-stream marker was reached" error. ## Steps to reproduce the bug ``` from datasets import load_dataset dataset = load_dataset('openwebtext') ``` ## Expected results I expect the `datas...
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Fix task reloading from cache
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When reloading a dataset from the cache when doing `map`, the tasks templates were kept instead of being updated regarding the output of the `map` function. This is an issue because we drop the tasks templates that are not compatible anymore after `map`, for example if a column of the template was removed. This PR f...
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Dataset wikipedia and Bookcorpusopen cannot be fetched from dataloader.
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[ "Hi ! I think this issue is more related to the `transformers` project. Could you open an issue on https://github.com/huggingface/transformers ?\r\n\r\nAnyway I think the issue could be that both wikipedia and bookcorpusopen have an additional \"title\" column, contrary to wikitext which only has a \"text\" column....
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## Describe the bug I have used the previous version of `transformers` and `datasets`. The dataset `wikipedia` can be successfully used. Recently, I upgrade them to the newest version and find it raises errors. I also tried other datasets. The `wikitext` works and the `bookcorpusopen` raises the same errors as `wikipe...
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Error in per class precision computation
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[ "Hi @tidhamecha2, thanks for reporting.\r\n\r\nIndeed, we fixed this issue just one week ago: #3008\r\n\r\nThe fix will be included in our next version release.\r\n\r\nIn the meantime, you can incorporate the fix by installing `datasets` from the master branch:\r\n```\r\npip install -U git+ssh://git@github.com/hugg...
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## Describe the bug When trying to get the per class precision values by providing `average=None`, following error is thrown `ValueError: can only convert an array of size 1 to a Python scalar` ## Steps to reproduce the bug ```python from datasets import load_dataset, load_metric precision_metric = load_metric("...
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Fix meteor metric for version >= 3.6.4
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After `nltk` update, the meteor metric expects pre-tokenized inputs (breaking change). This PR fixes this issue, while maintaining compatibility with older versions.
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CI test suite fails after meteor metric update
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## Describe the bug CI test suite fails: https://app.circleci.com/pipelines/github/huggingface/datasets/8110/workflows/f059ba43-9154-4632-bebb-82318447ddc9/jobs/50010 Stack trace: ``` ___________________ LocalMetricTest.test_load_metric_meteor ____________________ [gw1] linux -- Python 3.6.15 /home/circleci/.pye...
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3,054
Update Biosses
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Fix variable naming
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load_dataset('the_pile_openwebtext2') produces ArrowInvalid, value too large to fit in C integer type
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[ "I encountered the same bug using different datasets.\r\nany suggestions?", "+1, can reproduce here!", "I get the same error\r\nPlatform: Windows 10\r\nPython: python 3.8.8\r\nPyArrow: 5.0" ]
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## Describe the bug When loading `the_pile_openwebtext2`, we get the error `pyarrow.lib.ArrowInvalid: Value 2111 too large to fit in C integer type` ## Steps to reproduce the bug ```python import datasets ds = datasets.load_dataset('the_pile_openwebtext2') ``` ## Expected results Should download the dataset...
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3,052
load_dataset cannot download the data and hangs on forever if cache dir specified
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[ "Issue was environment inconsistency, updating packages did the trick\r\n\r\n`conda install -c huggingface -c conda-forge datasets`\r\n\r\n> Collecting package metadata (current_repodata.json): done\r\n> Solving environment: |\r\n> The environment is inconsistent, please check the package plan carefully\r\n> The fo...
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NONE
null
## Describe the bug After updating datasets, a code that ran just fine for ages began to fail. Specifying _datasets.load_dataset_'s _cache_dir_ optional argument on Windows 10 machine results in data download to hang on forever. Same call without cache_dir works just fine. Surprisingly exact same code just runs perfec...
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3,051
Non-Matching Checksum Error with crd3 dataset
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[ "I got the same error for another dataset (`multi_woz_v22`):\r\n\r\n```\r\ndatasets.utils.info_utils.NonMatchingChecksumError: Checksums didn't match for dataset source files:\r\n['https://github.com/budzianowski/multiwoz/raw/master/data/MultiWOZ_2.2/dialog_acts.json', 'https://github.com/budzianowski/multiwoz/raw/...
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NONE
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## Describe the bug When I try loading the crd3 dataset (https://huggingface.co/datasets/crd3), an error is thrown. ## Steps to reproduce the bug ```python dataset = load_dataset('crd3', split='train') ``` ## Expected results I expect no error to be thrown. ## Actual results A non-matching checksum err...
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3,050
Fix streaming: catch Timeout error
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[ "I'm running a large test.\r\nLet's see if I get any error within a few days.", "This time it stopped after 8h but correctly raised `ConnectionError: Server Disconnected`.\r\n\r\nTraceback:\r\n```\r\nTraceback (most recent call last): ...
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CONTRIBUTOR
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Catches Timeout error during streaming. fix #3049
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TimeoutError during streaming
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CONTRIBUTOR
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## Describe the bug I got a TimeoutError after streaming for about 10h. ## Steps to reproduce the bug Very long code but we could do a test of streaming indefinitely data, though error may take a while to appear. ## Expected results This error was not expected in the code which considers only `ClientError` but...
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3,048
Identify which shard data belongs to
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[ "Independently of this I think it raises the need to allow multiprocessing during streaming so that we get samples from multiple shards in one batch." ]
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CONTRIBUTOR
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**Is your feature request related to a problem? Please describe.** I'm training on a large dataset made of multiple sub-datasets. During training I can observe some jumps in loss which may correspond to different shards. ![image](https://user-images.githubusercontent.com/715491/136668758-521263aa-a9b2-4ad2-8d22-...
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Loading from cache a dataset for LM built from a text classification dataset sometimes errors
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[ "This has been fixed in 1.15, let me know if you still have this issue" ]
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MEMBER
null
## Describe the bug Yes, I know, that description sucks. So the problem is arising in the course when we build a masked language modeling dataset using the IMDB dataset. To reproduce (or try since it's a bit fickle). Create a dataset for masled-language modeling from the IMDB dataset. ```python from datasets ...
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Fix MedDialog metadata JSON
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Fix #2969.
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Fix inconsistent caching behaviour in Dataset.map() with multiprocessing #3044
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[ "Hi ! Thanks for noticing this inconsistence and suggesting a fix :)\r\n\r\nIf I understand correctly you try to pass the same fingerprint to each processed shard of the dataset. This can be an issue since each shard is actually a different dataset with different data: they shouldn't have the same fingerprint.\r\n\...
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Fix #3044 1. A rough unit test that fails without the fix. It probably doesn't comply with your code standards, but that just to draft the idea. 2. A one liner fix
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Inconsistent caching behaviour when using `Dataset.map()` with a `new_fingerprint` and `num_proc>1`
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[ "Following the discussion in #3045 if would be nice to have a way to let users have a nice experience with caching even if the function is not hashable.\r\n\r\nCurrently a workaround is to make the function picklable. This can be done by implementing a callable class instead, that can be pickled using by implementi...
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## Describe the bug Caching does not work when using `Dataset.map()` with: 1. a function that cannot be deterministically fingerprinted 2. `num_proc>1` 3. using a custom fingerprint set with the argument `new_fingerprint`. This means that the dataset will be mapped with the function for each and every call, w...
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Add PASS dataset
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## Adding a Dataset - **Name:** PASS - **Description:** An ImageNet replacement for self-supervised pretraining without humans - **Data:** https://www.robots.ox.ac.uk/~vgg/research/pass/ https://github.com/yukimasano/PASS Instructions to add a new dataset can be found [here](https://github.com/huggingface/dataset...
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Improving elasticsearch integration
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[ "@lhoestq @albertvillanova Iwas trying to fix the failing tests in circleCI but is there a test elasticsearch instance somewhere? If not, can I launch a docker container to have one?" ]
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- adding murmurhash signature to sample in index - adding optional credentials for remote elasticsearch server - enabling sample update in index - upgrade the elasticsearch 7.10.1 python client - adding ElasticsearchBulider to instantiate a dataset from an index and a filtering query
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Load private data files + use glob on ZIP archives for json/csv/etc. module inference
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[ "I have an error on windows:\r\n```python\r\naiohttp.client_exceptions.ClientConnectorCertificateError: Cannot connect to host moon-staging.huggingface.co:443 ssl:True [SSLCertVerificationError: (1, '[SSL: CERTIFICATE_VERIFY_FAILED] certificate verify failed: certificate has expired (_ssl.c:1131)')]\r\n```\r\nat th...
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As mentioned in https://github.com/huggingface/datasets/issues/3032 loading data files from private repository isn't working correctly because of the data files resolved. #2986 did a refactor of the data files resolver. I added authentication to it. I also improved it to glob inside ZIP archives to look for json/...
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[save_to_disk] Using `select()` followed by `save_to_disk` saves complete dataset making it hard to create dummy dataset
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[ "Hi,\r\n\r\nthe `save_to_disk` docstring explains that `flatten_indices` has to be called on a dataset before saving it to save only the shard/slice of the dataset.", "That works! Thansk!\r\n\r\nMight be worth doing that automatically actually in case the `save_to_disk` is called on a dataset that has an indices ...
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## Describe the bug When only keeping a dummy size of a dataset (say the first 100 samples), and then saving it to disk to upload it in the following to the hub for easy demo/use - not just the small dataset is saved but the whole dataset with an indices file. The problem with this is that the dataset is still very...
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Add sberquad dataset
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add sberquad dataset
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Protect master branch to force contributions via Pull Requests
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[ "It would be nice to protect the master from direct commits, but still having a way to merge our own PRs when no review is required (for example when updating a dataset_infos.json file, or minor bug fixes - things that happen quite often actually).\r\nDo you know if there's a way ?", "you can if you're an admin o...
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In order to have a clearer Git history in the master branch, I propose to protect it so that all contributions must be done through a Pull Request and no direct commits to master are allowed. - The Pull Request allows to give context, discuss any potential issues and improve the quality of the contribution - The Pull...
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`load_dataset` does not work with uploaded arrow file
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[ "Hi ! This is not a bug, this is simply not implemented.\r\n`save_to_disk` is for on-disk serialization and was not made compatible for the Hub.\r\nThat being said, I agree we actually should make it work with the Hub x)", "cc @LysandreJik maybe we can solve this at the same time as adding `push_to_hub`" ]
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## Describe the bug I've preprocessed and uploaded a dataset here: https://huggingface.co/datasets/ami-wav2vec2/ami_headset_single_preprocessed . The dataset is in `.arrow` format. The dataset can correctly be loaded when doing: ```bash git lfs install git clone https://huggingface.co/datasets/ami-wav2vec2/a...
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Errors loading dataset using fs = a gcsfs.GCSFileSystem
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## Describe the bug Cannot load dataset using a `gcsfs.GCSFileSystem`. I'm not sure if this should be a bug in `gcsfs` or here... Basically what seems to be happening is that since datasets saves datasets as folders and folders aren't "real objects" in gcs, gcsfs raises a 404 error. There are workarounds if you...
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Actual "proper" install of ruamel.yaml in the windows CI
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It was impossible to update the package directly with `pip`. Indeed it was installed with `distutils` which prevents `pip` or `conda` to uninstall it. I had to `rm` a directory from the `site-packages` python directory, and then do `pip install ruamel.yaml` It's not that "proper" but I couldn't find better soluti...
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Error when loading private dataset with "data_files" arg
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[ "We'll do a release tomorrow or on wednesday to make the fix available :)\r\n\r\nThanks for reproting !" ]
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## Describe the bug A clear and concise description of what the bug is. Private datasets with no loading script can't be loaded using `data_files` parameter. ## Steps to reproduce the bug ```python from datasets import load_dataset data_files = {"train": "**/train/*/*.jsonl", "valid": "**/valid/*/*.jsonl"} d...
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Align tqdm control with cache control
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[ "Could you add this function to the documentation please ?\r\n\r\nYou can add it in `main_classes.rst`, and maybe add a `Tip` section in the `map` section in the `process.rst`" ]
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Currently, once disabled with `disable_progress_bar`, progress bars cannot be re-enabled again. To overcome this limitation, this PR introduces the `set_progress_bar_enabled` function that accepts a boolean indicating whether to display progress bars. The goal is to provide a similar API to the existing cache control A...
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Add `remove_columns` to `IterableDataset`
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[ "Thanks ! That looks all good :)\r\n\r\nI don't think that batching would help. Indeed we're dealing with python iterators that yield elements one by one, so batched `map` needs to accumulate a batch, apply the function, and then yield examples from the batch.\r\n\r\nThough once we have parallel processing in `map`...
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Fixes #2944 WIP * Not tested yet. * We might want to allow batched remove for efficiency. @lhoestq Do you think it should have `batched=` and `batch_size=`?
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Use standard open-domain validation split in nq_open
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[ "I had to run datasets-cli with --ignore_verifications the first time since it was complaining about a missing file, but now it runs without that flag fine. I moved dummy_data.zip to the new folder, but also had to modify the filename of the test file in the zip (should I not have done that?). Finally, I added the ...
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The nq_open dataset originally drew the validation set from this file: https://github.com/google-research-datasets/natural-questions/blob/master/nq_open/NQ-open.efficientqa.dev.1.1.sample.jsonl However, that's the dev set used specifically and only for the efficientqa competition, and it's not the same dev set as is ...
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Properly install ruamel-yaml for windows CI
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[ "@lhoestq I would say this does not \"properly\" install `ruamel-yaml`, but the contrary, you overwrite the previous version without desinstalling it first.\r\n\r\nAccording to `pip` docs:\r\n> This can break your system if the existing package is of a different version or was installed with a different package ma...
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Resolve data_files by split name
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[ "Awesome @lhoestq I like the proposal and it works great on my JSON community dataset. Here is the [log](https://gist.github.com/vblagoje/714babc325bcbdd5de579fd8e1648892). ", "From my discussion with @borisdayma it would be more general the files match if their paths contains the split name - not only if the fil...
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This issue is about discussing the default behavior when someone loads a dataset that consists in data files. For example: ```python load_dataset("lhoestq/demo1") ``` should return two splits "train" and "test" since the dataset repostiory is like ``` data/ ├── train.csv └── test.csv ``` Currently it returns ...
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added arxiv paper inswiss_judgment_prediction dataset card
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Fix Windows test suite
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Try a hotfix to restore Windows test suite. Fix #3024.
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Windows test suite fails
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## Describe the bug There is an error during installation of tests dependencies for Windows: https://app.circleci.com/pipelines/github/huggingface/datasets/7981/workflows/9b6a0114-2b8e-4069-94e5-e844dbbdba4e/jobs/49206 ``` ERROR: Cannot uninstall 'ruamel-yaml'. It is a distutils installed project and thus we can...
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Fix typo
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MeDAL dataset: Add further description and update download URL
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[ "@lhoestq I'm a bit confused by the error message. I haven't touched the YAML code at all - do you have any insight on that?", "I just added the missing `pretty_name` tag in the YAML - sorry about that ;)", "Thanks! Seems like it did the trick since the tests are passing. Let me know if there's anything else I ...
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Added more details in the following sections: * Dataset Structure * Data Instances * Data Splits * Source Data * Annotations * Discussions of Biases * LIcensing Information
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Support loading dataset from multiple zipped CSV data files
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Fix partially #3018. CC: @lewtun
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Add a metric for the MATH dataset (competition_math).
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[ "I believe the only failed test related to this PR is tests/test_metric_common.py::LocalMetricTest::test_load_metric_competition_math. It gives the following error:\r\n\r\nImportError: To be able to use this dataset, you need to install the following dependencies['math_equivalence'] using 'pip install git+https://g...
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This metric computes accuracy for the MATH dataset (https://arxiv.org/abs/2103.03874) after canonicalizing the prediction and the reference (e.g., converting "1/2" to "\\\\frac{1}{2}").
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Fix filter leaking
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If filter is called after using a first transform `shuffle`, `select`, `shard`, `train_test_split`, or `filter`, then it could not work as expected and return examples from before the first transform. This is because the indices mapping was not taken into account when saving the indices to keep when doing the filtering...
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Support multiple zipped CSV data files
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[ "@lhoestq I would like to draw your attention to the proposed API by @lewtun, using `data_dir` to pass the ZIP URL.\r\n\r\nI'm not totally convinced with this... What do you think?\r\n\r\nMaybe we could discuss other approaches...\r\n\r\nOne brainstorming idea: what about using URL chaining with the hop operator in...
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MEMBER
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As requested by @lewtun, support loading multiple zipped CSV data files. ```python from datasets import load_dataset url = "https://domain.org/filename.zip" data_files = {"train": "train_filename.csv", "test": "test_filename.csv"} dataset = load_dataset("csv", data_dir=url, data_files=data_files) ```
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Remove unused parameter in xdirname
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Minor fix to remove unused args `*p` in `xdirname`.
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Fix Windows paths in LJ Speech dataset
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Minor fix in LJ Speech dataset for Windows pathname component separator. Related to #1878.
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Extend support for streaming datasets that use glob.glob
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This PR extends the support in streaming mode for datasets that use `glob`, by patching the function `glob.glob`. Related to #2880, #2876, #2874
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Fix Windows path in MATH dataset
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Minor fix in MATH dataset for Windows pathname component separator. Related to #2982.
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Improve `get_dataset_infos`?
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[ "To keeps things simple maybe we should use `load_dataset_builder` in `get_dataset_infos`.\r\n`load_dataset_builder` instantiates a builder and runs the _infos() method in order to give you the most up-to-date infos, even if the dataset_infos.json is outdated or missing." ]
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Using the dedicated function `get_dataset_infos` on a dataset that has no dataset-info.json file returns an empty info: ``` >>> from datasets import get_dataset_infos >>> get_dataset_infos('wit') {} ``` While it's totally possible to get it (regenerate it) with: ``` >>> from datasets import load_dataset_b...
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Replace item with float in metrics
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As pointed out by @mariosasko in #3001, calling `float()` instad of `.item()` is faster. Moreover, it might avoid potential issues if any of the third-party functions eventually returns a `float` instead of an `np.float64`. Related to #3001.
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load_dataset_builder should error if "name" does not exist?
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[ "Yes I think it should raise an error. Currently it looks like it instantiates a custom configuration with the name given by the user:\r\nhttps://github.com/huggingface/datasets/blob/ba27ce33bf568374cf23a07669fdd875b5718bc2/src/datasets/builder.py#L391-L397" ]
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``` import datasets as ds builder = ds.load_dataset_builder('sent_comp', name="doesnotexist") builder.info.config_name ``` returns ``` 'doesnotexist' ``` Shouldn't it raise an error instead? For this dataset, the only valid values for `name` should be: `"default"` or `None` (ie. argument not passed)
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Chain filtering is leaking
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[ "### Update:\r\nI wrote a bit cleaner code snippet (without transforming to json) that can expose leaking.\r\n```python\r\nimport datasets\r\nimport json\r\n\r\nitems = ['ab', 'c', 'df']\r\n\r\nds = datasets.Dataset.from_dict({'col': items})\r\nprint(list(ds))\r\n# > Prints: [{'col': 'ab'}, {'col': 'c'}, {'col': 'd...
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## Describe the bug As there's no support for lists within dataset fields, I convert my lists to json-string format. However, the bug described is occurring even when the data format is 'string'. These samples show that filtering behavior diverges from what's expected when chaining filterings. On sample 2 the second...
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Fix Windows paths in SUPERB benchmark datasets
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Minor fix in SUPERB benchmark datasets for Windows pathname component separator. Related to #2884, #2783 and #2619.
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Fix precision/recall metrics with None average
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Related to issue #2979 and PR #2992.
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Correct a typo
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