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Improving elasticsearch integration
- 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
https://github.com/huggingface/datasets/pull/3042
[ "@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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3,042
true
Load private data files + use glob on ZIP archives for json/csv/etc. module inference
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/...
https://github.com/huggingface/datasets/pull/3041
[ "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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3,041
true
[save_to_disk] Using `select()` followed by `save_to_disk` saves complete dataset making it hard to create dummy dataset
## 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...
https://github.com/huggingface/datasets/issues/3040
[ "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 ...
null
3,040
false
Add sberquad dataset
null
https://github.com/huggingface/datasets/pull/3039
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3,039
true
add sberquad dataset
null
https://github.com/huggingface/datasets/pull/3038
[]
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3,038
true
SberQuad
null
https://github.com/huggingface/datasets/pull/3037
[]
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3,037
true
Protect master branch to force contributions via Pull Requests
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...
https://github.com/huggingface/datasets/issues/3036
[ "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...
null
3,036
false
`load_dataset` does not work with uploaded arrow file
## 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...
https://github.com/huggingface/datasets/issues/3035
[ "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`" ]
null
3,035
false
Errors loading dataset using fs = a gcsfs.GCSFileSystem
## 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...
https://github.com/huggingface/datasets/issues/3034
[]
null
3,034
false
Actual "proper" install of ruamel.yaml in the windows CI
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...
https://github.com/huggingface/datasets/pull/3033
[]
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3,033
true
Error when loading private dataset with "data_files" arg
## 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...
https://github.com/huggingface/datasets/issues/3032
[ "We'll do a release tomorrow or on wednesday to make the fix available :)\r\n\r\nThanks for reproting !" ]
null
3,032
false
Align tqdm control with cache control
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...
https://github.com/huggingface/datasets/pull/3031
[ "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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3,031
true
Add `remove_columns` to `IterableDataset`
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=`?
https://github.com/huggingface/datasets/pull/3030
[ "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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3,030
true
Use standard open-domain validation split in nq_open
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 ...
https://github.com/huggingface/datasets/pull/3029
[ "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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3,029
true
Properly install ruamel-yaml for windows CI
null
https://github.com/huggingface/datasets/pull/3028
[ "@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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3,028
true
Resolve data_files by split name
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/ β”œβ”€β”€ train.csv └── test.csv ``` Currently it returns ...
https://github.com/huggingface/datasets/issues/3027
[ "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...
null
3,027
false
added arxiv paper inswiss_judgment_prediction dataset card
null
https://github.com/huggingface/datasets/pull/3026
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3,026
true
Fix Windows test suite
Try a hotfix to restore Windows test suite. Fix #3024.
https://github.com/huggingface/datasets/pull/3025
[]
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3,025
true
Windows test suite fails
## 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...
https://github.com/huggingface/datasets/issues/3024
[]
null
3,024
false
Fix typo
null
https://github.com/huggingface/datasets/pull/3023
[]
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3,023
true
MeDAL dataset: Add further description and update download URL
Added more details in the following sections: * Dataset Structure * Data Instances * Data Splits * Source Data * Annotations * Discussions of Biases * LIcensing Information
https://github.com/huggingface/datasets/pull/3022
[ "@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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3,022
true
Support loading dataset from multiple zipped CSV data files
Fix partially #3018. CC: @lewtun
https://github.com/huggingface/datasets/pull/3021
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3,021
true
Add a metric for the MATH dataset (competition_math).
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}").
https://github.com/huggingface/datasets/pull/3020
[ "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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3,020
true
Fix filter leaking
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...
https://github.com/huggingface/datasets/pull/3019
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3,019
true
Support multiple zipped CSV data files
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) ```
https://github.com/huggingface/datasets/issues/3018
[ "@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...
null
3,018
false
Remove unused parameter in xdirname
Minor fix to remove unused args `*p` in `xdirname`.
https://github.com/huggingface/datasets/pull/3017
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3,017
true
Fix Windows paths in LJ Speech dataset
Minor fix in LJ Speech dataset for Windows pathname component separator. Related to #1878.
https://github.com/huggingface/datasets/pull/3016
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3,016
true
Extend support for streaming datasets that use glob.glob
This PR extends the support in streaming mode for datasets that use `glob`, by patching the function `glob.glob`. Related to #2880, #2876, #2874
https://github.com/huggingface/datasets/pull/3015
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3,015
true
Fix Windows path in MATH dataset
Minor fix in MATH dataset for Windows pathname component separator. Related to #2982.
https://github.com/huggingface/datasets/pull/3014
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3,014
true
Improve `get_dataset_infos`?
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...
https://github.com/huggingface/datasets/issues/3013
[ "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." ]
null
3,013
false
Replace item with float in metrics
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.
https://github.com/huggingface/datasets/pull/3012
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3,012
true
load_dataset_builder should error if "name" does not exist?
``` 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)
https://github.com/huggingface/datasets/issues/3011
[ "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" ]
null
3,011
false
Chain filtering is leaking
## 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...
https://github.com/huggingface/datasets/issues/3010
[ "### 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...
null
3,010
false
Fix Windows paths in SUPERB benchmark datasets
Minor fix in SUPERB benchmark datasets for Windows pathname component separator. Related to #2884, #2783 and #2619.
https://github.com/huggingface/datasets/pull/3009
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3,009
true
Fix precision/recall metrics with None average
Related to issue #2979 and PR #2992.
https://github.com/huggingface/datasets/pull/3008
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3,008
true
Correct a typo
null
https://github.com/huggingface/datasets/pull/3007
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3,007
true
Fix Windows paths in CommonLanguage dataset
Minor fix in CommonLanguage dataset for Windows pathname component separator. Related to #2989.
https://github.com/huggingface/datasets/pull/3006
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3,006
true
DatasetDict.filter and Dataset.filter crashes with any "fn_kwargs" argument
## Describe the bug The ".filter" method of DatasetDict or Dataset objects fails when passing any "fn_kwargs" argument ## Steps to reproduce the bug ```python import datasets example_dataset = datasets.Dataset.from_dict({"a": {1, 2, 3, 4}}) def filter_value(example, value): return example['a'] == value...
https://github.com/huggingface/datasets/issues/3005
[ "Hi @DrMatters, thanks for reporting.\r\n\r\nThis issue was fixed 14 days ago: #2950.\r\n\r\nCurrently, the fix is only in the master branch and will be made available in our next library release.\r\n\r\nIn the meantime, you can incorporate the fix by installing datasets from the master branch:\r\n```shell\r\npip i...
null
3,005
false
LexGLUE: A Benchmark Dataset for Legal Language Understanding in English.
Inspired by the recent widespread use of the GLUE multi-task benchmark NLP dataset (Wang et al., 2018), the subsequent more difficult SuperGLUE (Wang et al., 2019), other previous multi-task NLP benchmarks (Conneau and Kiela, 2018; McCann et al., 2018), and similar initiatives in other domains (Peng et al., 2019), we i...
https://github.com/huggingface/datasets/pull/3004
[ "Please wait until Tuesday. Arxiv pre-print is pending. πŸ€— ", "Hi @lhoestq, I updated the README with the Arxiv publication info and now the tests are not passing.\r\n\r\nIt seems that the error is completely irrelevant to my code:\r\n\r\n```\r\n Attempting uninstall: ruamel.yaml\r\n Found existing installatio...
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3,004
true
common_language: Fix license in README.md
...it's correct elsewhere
https://github.com/huggingface/datasets/pull/3003
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3,003
true
Remove a reference to the open Arrow file when deleting a TF dataset created with to_tf_dataset
This [comment](https://github.com/huggingface/datasets/issues/2934#issuecomment-922970919) explains the issue. This PR fixes that with a `weakref` callback, and additionally: * renames `TensorflowDatasetMixIn` to `TensorflowDatasetMixin` for consistency * correctly indents `TensorflowDatasetMixin`'s docstring * repl...
https://github.com/huggingface/datasets/pull/3002
[ "@lhoestq The test passes even without the try/except block!", "Hey, I'm a little late because I was caught up in the course work, but I double-checked this and it looks great. Thanks for fixing!" ]
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3,002
true
Fix cast to Python scalar in Matthews Correlation metric
This PR is motivated by issue #2964. The Matthews Correlation metric relies on sklearn's `matthews_corrcoef` function to compute the result. This function returns either `float` or `np.float64` (see the [source](https://github.com/scikit-learn/scikit-learn/blob/844b4be24d20fc42cc13b957374c718956a0db39/sklearn/metric...
https://github.com/huggingface/datasets/pull/3001
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3,001
true
Fix json loader when conversion not implemented
Sometimes the arrow json parser fails if the `block_size` is too small and returns an `ArrowNotImplementedError: JSON conversion to struct...` error. By increasing the block size it makes it work again. Hopefully it should help with https://github.com/huggingface/datasets/issues/2799 I tried with the file ment...
https://github.com/huggingface/datasets/pull/3000
[ "And we're already at PR number 3,000 ! ^^", "Thank you so much for fixing this @lhoestq 😍 ! I just tested the branch out and it works like a charm!" ]
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3,000
true
Set trivia_qa writer batch size
Save some RAM when generating trivia_qa
https://github.com/huggingface/datasets/pull/2999
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2,999
true
cannot shuffle dataset loaded from disk
## Describe the bug dataset loaded from disk cannot be shuffled. ## Steps to reproduce the bug ``` my_dataset = load_from_disk('s3://my_file/validate', fs=s3) sample = my_dataset.select(range(100)).shuffle(seed=1234) ``` ## Actual results ``` sample = my_dataset .select(range(100)).shuffle(seed=1234) ...
https://github.com/huggingface/datasets/issues/2998
[]
null
2,998
false
Dataset has incorrect labels
The dataset https://huggingface.co/datasets/turkish_product_reviews has incorrect labels - all reviews are labelled with "1" (positive sentiment). None of the reviews is labelled with "0". See screenshot attached: ![Capture](https://user-images.githubusercontent.com/63367770/135617428-14ce0b27-5208-4e66-a3ee-71542e3...
https://github.com/huggingface/datasets/issues/2997
[ "Hi @marshmellow77, thanks for reporting.\r\n\r\nThat issue is fixed since `datasets` version 1.9.0 (see 16bc665f2753677c765011ef79c84e55486d4347).\r\n\r\nPlease, update `datasets` with: `pip install -U datasets`", "Thanks. Please note that the dataset explorer (https://huggingface.co/datasets/viewer/?dataset=tur...
null
2,997
false
Remove all query parameters when extracting protocol
Fix `_get_extraction_protocol` to remove all query parameters, like `?raw=true`, `?dl=1`,...
https://github.com/huggingface/datasets/pull/2996
[ "Beware of cases like: `http://ufal.ms.mff.cuni.cz/umc/005-en-ur/download.php?f=umc005-corpus.zip` or `gzip://bg-cs.xml::https://opus.nlpl.eu/download.php?f=Europarl/v8/xml/bg-cs.xml.gz`. I see these URLs in the errors (https://observablehq.com/@huggingface/quality-assessment-of-datasets-loading?collection=@hugging...
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2,996
true
Fix trivia_qa unfiltered
Fix https://github.com/huggingface/datasets/issues/2993
https://github.com/huggingface/datasets/pull/2995
[ "CI fails due to missing tags, but they will be added in https://github.com/huggingface/datasets/pull/2949" ]
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2,995
true
Fix loading compressed CSV without streaming
When implementing support to stream CSV files (https://github.com/huggingface/datasets/commit/ad489d4597381fc2d12c77841642cbeaecf7a2e0#diff-6f60f8d0552b75be8b3bfd09994480fd60dcd4e7eb08d02f721218c3acdd2782), a regression was introduced preventing loading compressed CSV files in non-streaming mode. This PR fixes it, a...
https://github.com/huggingface/datasets/pull/2994
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2,994
true
Can't download `trivia_qa/unfiltered`
## Describe the bug For some reason, I can't download `trivia_qa/unfilted`. A file seems to be missing... I am able to see it fine though the viewer tough... ## Steps to reproduce the bug ```python >>> from datasets import load_dataset >>> load_dataset("trivia_qa", "unfiltered") Downloading and preparing data...
https://github.com/huggingface/datasets/issues/2993
[ "wooo that was fast! thank you @lhoestq !\r\nit is able to process now, though it's ignoring all files and ending up with 0 examples now haha :/\r\n\r\nFor subset \"unfiltered\":\r\n```python\r\n>>> load_dataset(\"trivia_qa\", \"unfiltered\")\r\nDownloading and preparing dataset trivia_qa/unfiltered (download: 3.07...
null
2,993
false
Fix f1 metric with None average
Fix #2979.
https://github.com/huggingface/datasets/pull/2992
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2,992
true
add docmentation for the `Unix style pattern` matching feature that can be leverage for `data_files` into `load_dataset`
Unless I'm mistaken, it seems that in the new documentation it is no longer mentioned that you can use Unix style pattern matching in the `data_files` argument of the `load_dataset` method. This feature was mentioned [here](https://huggingface.co/docs/datasets/loading_datasets.html#from-a-community-dataset-on-the-h...
https://github.com/huggingface/datasets/issues/2991
[]
null
2,991
false
Make Dataset.map accept list of np.array
Fix #2987.
https://github.com/huggingface/datasets/pull/2990
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2,990
true
Add CommonLanguage
This PR adds the Common Language dataset (https://zenodo.org/record/5036977) The dataset is intended for language-identification speech classifiers and is already used by models on the Hub: * https://huggingface.co/speechbrain/lang-id-commonlanguage_ecapa * https://huggingface.co/anton-l/wav2vec2-base-langid cc @...
https://github.com/huggingface/datasets/pull/2989
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2,989
true
IndexError: Invalid key: 14 is out of bounds for size 0
## Describe the bug A clear and concise description of what the bug is. Hi. I am trying to implement stochastic weighted averaging optimizer with transformer library as described here https://pytorch.org/blog/pytorch-1.6-now-includes-stochastic-weight-averaging/ , for this I am using a run_clm.py codes which is wor...
https://github.com/huggingface/datasets/issues/2988
[ "Hi ! Could you check the length of the `self.dataset` object (i.e. the Dataset object passed to the data loader) ? It looks like the dataset is empty.\r\nNot sure why the SWA optimizer would cause this though.", "Any updates on this? \r\nThe same error occurred to me too when running `cardiffnlp/twitter-roberta-...
null
2,988
false
ArrowInvalid: Can only convert 1-dimensional array values
## Describe the bug For the ViT and LayoutLMv2 demo notebooks in my [Transformers-Tutorials repo](https://github.com/NielsRogge/Transformers-Tutorials), people reported an ArrowInvalid issue after applying the following function to a Dataset: ``` def preprocess_data(examples): images = [Image.open(path).conve...
https://github.com/huggingface/datasets/issues/2987
[ "Hi @NielsRogge, thanks for reporting!\r\n\r\nIn `datasets`, we were handling N-dimensional arrays only when passed as an instance of `np.array`, not when passed as a list of `np.array`s.\r\n\r\nI'm fixing it." ]
null
2,987
false
Refac module factory + avoid etag requests for hub datasets
## Refactor the module factory When trying to extend the `data_files` logic to avoid doing unnecessary ETag requests, I noticed that the module preparation mechanism needed a refactor: - the function was 600 lines long - it was not readable - it contained many different cases that made it complex to maintain - i...
https://github.com/huggingface/datasets/pull/2986
[ "> One thing is that I still don't know at what extent we want to keep backward compatibility for prepare_module. For now I just kept it (except I removed two parameters) just in case, but it's not used anywhere anymore.\r\n\r\nFYI, various other projects currently use it, thus clearly a major version would be requ...
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2,986
true
add new dataset kan_hope
## Adding a Dataset - **Name:** *KanHope* - **Description:** *A code-mixed English-Kannada dataset for Hope speech detection* - **Task:** *Binary Text Classification* - **Paper:** *https://arxiv.org/abs/2108.04616* - **Data:** *https://github.com/adeepH/kan_hope/tree/main/dataset* - **Motivation:** *The dataset ...
https://github.com/huggingface/datasets/pull/2985
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2,985
true
Exceeded maximum rows when reading large files
## Describe the bug A clear and concise description of what the bug is. When using `load_dataset` with json files, if the files are too large, there will be "Exceeded maximum rows" error. ## Steps to reproduce the bug ```python dataset = load_dataset('json', data_files=data_files) # data files have 3M rows in a ...
https://github.com/huggingface/datasets/issues/2984
[ "Hi @zijwang, thanks for reporting this issue.\r\n\r\nYou did not mention which `datasets` version you are using, but looking at the code in the stack trace, it seems you are using an old version.\r\n\r\nCould you please update `datasets` (`pip install -U datasets`) and check if the problem persists?" ]
null
2,984
false
added SwissJudgmentPrediction dataset
null
https://github.com/huggingface/datasets/pull/2983
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2,983
true
Add the Math Aptitude Test of Heuristics dataset.
null
https://github.com/huggingface/datasets/pull/2982
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2,982
true
add wit dataset
Resolves #2902 based on conversation there - would also close #2810. Open to suggestions/help πŸ˜€ CC @hassiahk @lhoestq @yjernite
https://github.com/huggingface/datasets/pull/2981
[ "Opening this up - Here's whats left to make it really shine:\r\n- [ ] Update dataset card (this is being worked on by the author)\r\n- [ ] Add `dataset_info.json`. Requires downloading the entire dataset. I believe @lhoestq mentioned he may have a machine he's using for this sort of thing.\r\n\r\nI think both of t...
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2,981
true
OpenSLR 25: ASR data for Amharic, Swahili and Wolof
## Adding a Dataset - **Name:** *SLR25* - **Description:** *Subset 25 from OpenSLR. Other subsets have been added to https://huggingface.co/datasets/openslr, 25 covers Amharic, Swahili and Wolof data* - **Paper:** *https://www.openslr.org/25/ has citations for each of the three subsubsets. * - **Data:** *Currently ...
https://github.com/huggingface/datasets/issues/2980
[ "Whoever handles this just needs to: \r\n\r\n- [ ] fork the HuggingFace Datasets repo\r\n- [ ] update the [existing dataset script](https://github.com/huggingface/datasets/blob/master/datasets/openslr/openslr.py) to add SLR25. Lots of copypasting from other sections of the script should make that easy. \r\nAmharic ...
null
2,980
false
ValueError when computing f1 metric with average None
## Describe the bug When I try to compute the f1 score for each class in a multiclass classification problem, I get a ValueError. The same happens with recall and precision. I traced the error to the `.item()` in these scripts, which is probably there for the other averages. E.g. from f1.py: ```python return { ...
https://github.com/huggingface/datasets/issues/2979
[ "Hi @asofiaoliveira, thanks for reporting.\r\n\r\nI'm fixing it." ]
null
2,979
false
Run CI tests against non-production server
Currently, the CI test suite performs requests to the HF production server. As discussed with @elishowk, we should refactor our tests to use the HF staging server instead, like `huggingface_hub` and `transformers`.
https://github.com/huggingface/datasets/issues/2978
[ "Hey @albertvillanova could you provide more context, including extracts from the discussion we had ?\r\n\r\nLet's ping @Pierrci @julien-c and @n1t0 for their opinion about that", "@julien-c increased the huggingface.co production workers in order to see if it solve [the 502 you had this morning](https://app.circ...
null
2,978
false
Impossible to load compressed csv
## Describe the bug It is not possible to load from a compressed csv anymore. ## Steps to reproduce the bug ```python load_dataset('csv', data_files=['/path/to/csv.bz2']) ``` ## Problem and possible solution This used to work, but the commit that broke it is [this one](https://github.com/huggingface/datasets...
https://github.com/huggingface/datasets/issues/2977
[ "Hi @Valahaar, thanks for reporting and for your investigation about the source cause.\r\n\r\nYou are right and that commit prevents `pandas` from inferring the compression. On the other hand, @lhoestq did that change to support loading that dataset in streaming mode. \r\n\r\nI'm fixing it." ]
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2,977
false
Can't load dataset
I'm trying to load a wikitext dataset ``` from datasets import load_dataset raw_datasets = load_dataset("wikitext") ``` ValueError: Config name is missing. Please pick one among the available configs: ['wikitext-103-raw-v1', 'wikitext-2-raw-v1', 'wikitext-103-v1', 'wikitext-2-v1'] Example of usage: `load_d...
https://github.com/huggingface/datasets/issues/2976
[ "Hi @mskovalova, \r\n\r\nSome datasets have multiple configurations. Therefore, in order to load them, you have to specify both the *dataset name* and the *configuration name*.\r\n\r\nIn the error message you got, you have a usage example:\r\n- To load the 'wikitext-103-raw-v1' configuration of the 'wikitext' datas...
null
2,976
false
ignore dummy folder and dataset_infos.json
Fixes #2877 Added the `dataset_infos.json` to the ignored files list and also added check to ignore files which have parent directory as `dummy`. Let me know if it is correct. Thanks :)
https://github.com/huggingface/datasets/pull/2975
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2,975
true
Actually disable dummy labels by default
So I might have just changed the docstring instead of the actual default argument value and not realized. @lhoestq I'm sorry >.>
https://github.com/huggingface/datasets/pull/2974
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2,974
true
Fix JSON metadata of masakhaner dataset
Fix #2971.
https://github.com/huggingface/datasets/pull/2973
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2,973
true
OSError: Not enough disk space.
## Describe the bug I'm trying to download `natural_questions` dataset from the Internet, and I've specified the cache_dir which locates in a mounted disk and has enough disk space. However, even though the space is enough, the disk space checking function still reports the space of root `/` disk having no enough spac...
https://github.com/huggingface/datasets/issues/2972
[ "Maybe we can change the disk space calculating API from `shutil.disk_usage` to `os.statvfs` in UNIX-like system, which can provide correct results.\r\n```\r\nstatvfs = os.statvfs('path')\r\navail_space_bytes = statvfs.f_frsize * statvfs.f_bavail\r\n```", "Hi @qqaatw, thanks for reporting.\r\n\r\nCould you pleas...
null
2,972
false
masakhaner dataset load problem
## Describe the bug Masakhaner dataset is not loading ## Steps to reproduce the bug ``` from datasets import load_dataset dataset = load_dataset("masakhaner",'amh') ``` ## Expected results Expected the return of a dataset ## Actual results ``` NonMatchingSplitsSizesError Traceback (mo...
https://github.com/huggingface/datasets/issues/2971
[ "Thanks for reporting, @ontocord. We are fixing the wrong metadata." ]
null
2,971
false
Magnet’s
## Adding a Dataset - **Name:** *name of the dataset* - **Description:** *short description of the dataset (or link to social media or blog post)* - **Paper:** *link to the dataset paper if available* - **Data:** *link to the Github repository or current dataset location* - **Motivation:** *what are some good reasons t...
https://github.com/huggingface/datasets/issues/2970
[]
null
2,970
false
medical-dialog error
## Describe the bug A clear and concise description of what the bug is. When I attempt to download the huggingface datatset medical_dialog it errors out midway through ## Steps to reproduce the bug ```python raw_datasets = load_dataset("medical_dialog", "en", split="train", download_mode="force_redownload", data_d...
https://github.com/huggingface/datasets/issues/2969
[ "Hi @smeyerhot, thanks for reporting.\r\n\r\nYou are right: there is an issue with the dataset metadata. I'm fixing it.\r\n\r\nIn the meantime, you can circumvent the issue by passing `ignore_verifications=True`:\r\n```python\r\nraw_datasets = load_dataset(\"medical_dialog\", \"en\", split=\"train\", download_mode=...
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2,969
false
`DatasetDict` cannot be exported to parquet if the splits have different features
## Describe the bug I'm trying to use parquet as a means of serialization for both `Dataset` and `DatasetDict` objects. Using `to_parquet` alongside `from_parquet` or `load_dataset` for a `Dataset` works perfectly. For `DatasetDict`, I use `to_parquet` on each split to save the parquet files in individual folder...
https://github.com/huggingface/datasets/issues/2968
[ "This is because you have to specify which split corresponds to what file:\r\n```python\r\ndata_files = {\"train\": \"train/split.parquet\", \"validation\": \"validation/split.parquet\"}\r\nbrand_new_dataset_2 = load_dataset(\"ds\", data_files=data_files)\r\n```\r\n\r\nOtherwise it tries to concatenate the two spli...
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2,968
false
Adding vision-and-language datasets (e.g., VQA, VCR) to Datasets
**Is your feature request related to a problem? Please describe.** Would you like to add any vision-and-language datasets (e.g., VQA, VCR) to Huggingface Datasets? **Describe the solution you'd like** N/A **Describe alternatives you've considered** N/A **Additional context** This is Da Yin at UCLA. Recentl...
https://github.com/huggingface/datasets/issues/2967
[]
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2,967
false
Upload greek-legal-code dataset
null
https://github.com/huggingface/datasets/pull/2966
[ "@albertvillanova @lhoestq thank you very much for reviewing! :hugs: \r\n\r\nI 've pushed some updates/changes as requested." ]
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2,966
true
Invalid download URL of WMT17 `zh-en` data
## Describe the bug Partial data (wmt17 zh-en) cannot be downloaded due to an invalid URL. ## Steps to reproduce the bug ```python from datasets import load_dataset dataset = load_dataset('wmt17','zh-en') ``` ## Expected results ConnectionError: Couldn't reach ftp://cwmt-wmt:cwmt-wmt@datasets.nju.edu.cn/pa...
https://github.com/huggingface/datasets/issues/2965
[ "Fixed in the current release. Close this issue." ]
null
2,965
false
Error when calculating Matthews Correlation Coefficient loaded with `load_metric`
## Describe the bug After loading the metric named "[Matthews Correlation Coefficient](https://huggingface.co/metrics/matthews_correlation)" from `πŸ€—datasets`, the `.compute` method fails with the following exception `AttributeError: 'float' object has no attribute 'item'` (complete stack trace can be provided if re...
https://github.com/huggingface/datasets/issues/2964
[ "After some more tests I've realized that this \"issue\" is due to the `numpy.float64` to `float` conversion, but when defining a function named `compute_metrics` as it follows:\r\n\r\n```python\r\ndef compute_metrics(eval_preds):\r\n metric = load_metric(\"matthews_correlation\")\r\n logits, labels = eval_pr...
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2,964
false
raise TypeError( TypeError: Provided `function` which is applied to all elements of table returns a variable of type <class 'list'>. Make sure provided `function` returns a variable of type `dict` to update the dataset or `None` if you are only interested in side effects.
## Describe the bug A clear and concise description of what the bug is. I am trying to use Dataset to load my file in order to use Bert embeddings model baut when I finished loading using dataset and I want to pass to the tokenizer using the function map; I get the following error : raise TypeError( TypeError: Provi...
https://github.com/huggingface/datasets/issues/2963
[]
null
2,963
false
Enable splits during streaming the dataset
## Describe the Problem I'd like to stream only a specific percentage or part of the dataset. I want to do splitting when I'm streaming dataset as well. ## Solution Enabling splits when `streaming = True` as well. `e.g. dataset = load_dataset('dataset', split='train[:100]', streaming = True)` ## Alternativ...
https://github.com/huggingface/datasets/issues/2962
[]
null
2,962
false
Fix CI doc build
Pin `fsspec`. Before the issue: 'fsspec-2021.8.1', 's3fs-2021.8.1' Generating the issue: 'fsspec-2021.9.0', 's3fs-0.5.1'
https://github.com/huggingface/datasets/pull/2961
[]
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2,961
true
Support pandas 1.3 new `read_csv` parameters
Support two new arguments introduced in pandas v1.3.0: - `encoding_errors` - `on_bad_lines` `read_csv` reference: https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.read_csv.html
https://github.com/huggingface/datasets/pull/2960
[]
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2,960
true
Added computer vision tasks
Added various image processing/computer vision tasks.
https://github.com/huggingface/datasets/pull/2959
[ "Looks great, thanks ! If the 3d ones are really rare we can remove them for now.\r\n\r\nAnd I can see that `object-detection` and `semantic-segmentation` are both task categories (top-level) and task ids (bottom-level). Maybe there's a way to group them and have less granularity for the task categories. For exampl...
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2,959
true
Add security policy to the project
Add security policy to the project, as recommended by GitHub: https://docs.github.com/en/code-security/getting-started/adding-a-security-policy-to-your-repository Close #2953.
https://github.com/huggingface/datasets/pull/2958
[]
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2,958
true
MultiWOZ Dataset NonMatchingChecksumError
## Describe the bug The checksums for the downloaded MultiWOZ dataset and source MultiWOZ dataset aren't matching. ## Steps to reproduce the bug Both of the below dataset versions yield the checksum error: ```python from datasets import load_dataset dataset = load_dataset('multi_woz_v22', 'v2.2') dataset = loa...
https://github.com/huggingface/datasets/issues/2957
[ "Hi Brady! I met the similar issue, it stuck in the downloading stage instead of download anything, maybe it is broken. After I change the downloading from URLs to one url of the [Multiwoz project](https://github.com/budzianowski/multiwoz/archive/44f0f8479f11721831c5591b839ad78827da197b.zip) and use dirs to get sep...
null
2,957
false
Cache problem in the `load_dataset` method for local compressed file(s)
## Describe the bug Cache problem in the `load_dataset` method: when modifying a compressed file in a local folder `load_dataset` doesn't detect the change and load the previous version. ## Steps to reproduce the bug To test it directly, I have prepared a [Google Colaboratory notebook](https://colab.research.g...
https://github.com/huggingface/datasets/issues/2956
[]
null
2,956
false
Update legacy Python image for CI tests in Linux
Instead of legacy, use next-generation convenience images, built from the ground up with CI, efficiency, and determinism in mind. Here are some of the highlights: - Faster spin-up time - In Docker terminology, these next-gen images will generally have fewer and smaller layers. Using these new images will lead to fas...
https://github.com/huggingface/datasets/pull/2955
[ "There is an exception when running `pip install .[tests]`:\r\n```\r\nProcessing /home/circleci/datasets\r\nCollecting numpy>=1.17 (from datasets==1.12.2.dev0)\r\n Downloading https://files.pythonhosted.org/packages/45/b2/6c7545bb7a38754d63048c7696804a0d947328125d81bf12beaa692c3ae3/numpy-1.19.5-cp36-cp36m-manylinu...
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2,955
true
Run tests in parallel
Run CI tests in parallel to speed up the test suite. Speed up results: - Linux: from `7m 30s` to `5m 32s` - Windows: from `13m 52s` to `11m 10s`
https://github.com/huggingface/datasets/pull/2954
[ "There is a speed up in Windows machines:\r\n- From `13m 52s` to `11m 10s`\r\n\r\nIn Linux machines, some workers crash with error message:\r\n```\r\nOSError: [Errno 12] Cannot allocate memory\r\n```", "There is also a speed up in Linux machines:\r\n- From `7m 30s` to `5m 32s`" ]
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2,954
true
Trying to get in touch regarding a security issue
Hey there! I'd like to report a security issue but cannot find contact instructions on your repository. If not a hassle, might you kindly add a `SECURITY.md` file with an email, or another contact method? GitHub [recommends](https://docs.github.com/en/code-security/getting-started/adding-a-security-policy-to-your-rep...
https://github.com/huggingface/datasets/issues/2953
[ "Hi @JamieSlome,\r\n\r\nThanks for reaching out. Yes, you are right: I'm opening a PR to add the `SECURITY.md` file and a contact method.\r\n\r\nIn the meantime, please feel free to report the security issue to: feedback@huggingface.co" ]
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2,953
false
Fix missing conda deps
`aiohttp` was added as a dependency in #2662 but was missing for the conda build, which causes the 1.12.0 and 1.12.1 to fail. Fix #2932.
https://github.com/huggingface/datasets/pull/2952
[]
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2,952
true
Dummy labels no longer on by default in `to_tf_dataset`
After more experimentation, I think I have a way to do things that doesn't depend on adding `dummy_labels` - they were quite a hacky solution anyway!
https://github.com/huggingface/datasets/pull/2951
[ "@lhoestq Let me make sure we never need it, and if not then I'll remove it entirely in a follow-up PR.", "Thanks ;) it will be less confusing and easier to maintain to not keep unused hacky features" ]
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2,951
true
Fix fn kwargs in filter
#2836 broke the `fn_kwargs` parameter of `filter`, as mentioned in https://github.com/huggingface/datasets/issues/2927 I fixed that and added a test to make sure it doesn't happen again (for either map or filter) Fix #2927
https://github.com/huggingface/datasets/pull/2950
[]
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2,950
true
Introduce web and wiki config in triviaqa dataset
The TriviaQA paper suggests that the two subsets (Wikipedia and Web) should be treated differently. There are also different leaderboards for the two sets on CodaLab. For that reason, introduce additional builder configs in the trivia_qa dataset.
https://github.com/huggingface/datasets/pull/2949
[ "I just made the dummy data smaller :)\r\nOnce github refreshes the change I think we can merge !", "Thank you so much for reviewing and accepting my pull request!! :)\r\n\r\nI created these rather large dummy data sets to cover all different cases for the row structure. E.g. in the web configuration, it's possib...
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2,949
true
Fix minor URL format in scitldr dataset
While investigating issue #2918, I found this minor format issues in the URLs (if runned in a Windows machine).
https://github.com/huggingface/datasets/pull/2948
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2,948
true
Don't use old, incompatible cache for the new `filter`
#2836 changed `Dataset.filter` and the resulting data that are stored in the cache are different and incompatible with the ones of the previous `filter` implementation. However the caching mechanism wasn't able to differentiate between the old and the new implementation of filter (only the method name was taken into...
https://github.com/huggingface/datasets/pull/2947
[]
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2,947
true
Update meteor score from nltk update
It looks like there were issues in NLTK on the way the METEOR score was computed. A fix was added in NLTK at https://github.com/nltk/nltk/pull/2763, and therefore the scoring function no longer returns the same values. I updated the score of the example in the docs
https://github.com/huggingface/datasets/pull/2946
[]
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2,946
true
Protect master branch
After accidental merge commit (91c55355b634d0dc73350a7ddee1a6776dbbdd69) into `datasets` master branch, all commits present in the feature branch were permanently added to `datasets` master branch history, as e.g.: - 00cc036fea7c7745cfe722360036ed306796a3f2 - 13ae8c98602bbad8197de3b9b425f4c78f582af1 - ... I propo...
https://github.com/huggingface/datasets/issues/2945
[ "Cool, I think we can do both :)", "@lhoestq now the 2 are implemented.\r\n\r\nPlease note that for the the second protection, finally I have chosen to protect the master branch only from **merge commits** (see update comment above), so no need to disable/re-enable the protection on each release (direct commits, ...
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2,945
false
Add `remove_columns` to `IterableDataset `
**Is your feature request related to a problem? Please describe.** A clear and concise description of what the problem is. ```python from datasets import load_dataset dataset = load_dataset("c4", 'realnewslike', streaming =True, split='train') dataset = dataset.remove_columns('url') ``` ``` AttributeError: 'I...
https://github.com/huggingface/datasets/issues/2944
[ "Hi ! Good idea :)\r\nIf you are interested in contributing, feel free to give it a try and open a Pull Request. Also let me know if I can help you with this or if you have questions" ]
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2,944
false
Backwards compatibility broken for cached datasets that use `.filter()`
## Describe the bug After upgrading to datasets `1.12.0`, some cached `.filter()` steps from `1.11.0` started failing with `ValueError: Keys mismatch: between {'indices': Value(dtype='uint64', id=None)} and {'file': Value(dtype='string', id=None), 'text': Value(dtype='string', id=None), 'speaker_id': Value(dtype='in...
https://github.com/huggingface/datasets/issues/2943
[ "Hi ! I guess the caching mechanism should have considered the new `filter` to be different from the old one, and don't use cached results from the old `filter`.\r\nTo avoid other users from having this issue we could make the caching differentiate the two, what do you think ?", "If it's easy enough to implement,...
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2,943
false