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https://api.github.com/repos/huggingface/datasets/issues/3189
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1,041,044,986
I_kwDODunzps4-DRX6
3,189
conll2003 incorrect label explanation
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[ "Hi @BramVanroy,\r\n\r\nsince these fields are of type `ClassLabel` (you can check this with `dset.features`), you can inspect the possible values with:\r\n```python\r\ndset.features[field_name].feature.names # .feature because it's a sequence of labels\r\n```\r\n\r\nand to find the mapping between names and integ...
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CONTRIBUTOR
null
In the [conll2003](https://huggingface.co/datasets/conll2003#data-fields) README, the labels are described as follows > - `id`: a `string` feature. > - `tokens`: a `list` of `string` features. > - `pos_tags`: a `list` of classification labels, with possible values including `"` (0), `''` (1), `#` (2), `$` (3), `(`...
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I_kwDODunzps4-DBro
3,188
conll2002 issues
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[ "Hi ! Thanks for reporting :)\r\n\r\nThis is related to https://github.com/huggingface/datasets/issues/2742, I'm working on it. It should fix the viewer for around 80 datasets.\r\n", "Ah, hadn't seen that sorry.\r\n\r\nThe scrambled \"point of contact\" is a separate issue though, I think.", "@lhoestq The \"poi...
1,635,760,164,000
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CONTRIBUTOR
null
**Link:** https://huggingface.co/datasets/conll2002 The dataset viewer throws a server error when trying to preview the dataset. ``` Message: Extraction protocol 'train' for file at 'https://raw.githubusercontent.com/teropa/nlp/master/resources/corpora/conll2002/esp.train' is not implemented yet ``` I...
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1,040,412,869
PR_kwDODunzps4t44Ab
3,187
Add ChrF(++) (as implemented in sacrebleu)
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CONTRIBUTOR
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Similar to my [PR for TER](https://github.com/huggingface/datasets/pull/3153), it feels only right to also include ChrF and friends. These are present in Sacrebleu and are therefore very similar to implement as TER and sacrebleu. I tested the implementation with sacrebleu's tests to verify. You can try this below for y...
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1,040,369,397
I_kwDODunzps4-Asb1
3,186
Dataset viewer for nli_tr
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CONTRIBUTOR
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## Dataset viewer issue for '*nli_tr*' **Link:** https://huggingface.co/datasets/nli_tr Hello, Thank you for the new dataset preview feature that will help the users to view the datasets online. We just noticed that the dataset viewer widget in the `nli_tr` dataset shows the error below. The error must be d...
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1,040,291,961
I_kwDODunzps4-AZh5
3,185
7z dataset preview not implemented?
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1,635,625,107,000
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null
NONE
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## Dataset viewer issue for dataset 'samsum' **Link:** https://huggingface.co/datasets/samsum Server Error Status code: 400 Exception: NotImplementedError Message: Extraction protocol '7z' for file at 'https://arxiv.org/src/1911.12237v2/anc/corpus.7z' is not implemented yet
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1,040,114,102
PR_kwDODunzps4t4J61
3,184
RONEC v2
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[ "@lhoestq Thanks for the review. I totally understand what you are saying. Normally, I would definitely agree with you, but in this particular case, the quality of v1 is poor, and the dataset itself is small (at the time we created v1 it was the only RO NER dataset, and its size was limited by the available resourc...
1,635,591,003,000
1,635,868,943,000
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CONTRIBUTOR
null
Hi, as we've recently finished with the new RONEC (Romanian Named Entity Corpus), we'd like to update the dataset here as well. It's actually essential as links to V1 are no longer valid. In reality we'd like to replace completely v1, as v2 is a full re-annotation of v1 with additional data (up to 2x size vs v1). ...
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1,039,761,120
PR_kwDODunzps4t3Dag
3,183
Add missing docstring to DownloadConfig
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1,635,526,595,000
1,635,848,738,000
1,635,848,737,000
CONTRIBUTOR
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Document the `use_etag` and `num_proc` attributes in `DownloadConig`.
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1,039,739,606
PR_kwDODunzps4t2-9J
3,182
Don't memoize strings when hashing since two identical strings may have different python ids
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[ "This change slows down the hash computation a little bit but from my tests it doesn't look too impactful. So I think it's fine to merge this." ]
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When hashing an object that has several times the same string, the hashing could return a different hash if the identical strings share the same python `id()` or not. Here is an example code that shows how the issue can affect the caching: ```python import json import pyarrow as pa from datasets.features import ...
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1,039,682,097
I_kwDODunzps49-Eox
3,181
`None` converted to `"None"` when loading a dataset
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[ "Hi @eladsegal, thanks for reporting.\r\n\r\n@mariosasko I saw you are already working on this, but maybe my comment will be useful to you.\r\n\r\nAll values are casted to their corresponding feature type (including `None` values). For example if the feature type is `Value(\"bool\")`, `None` is casted to `False`.\r...
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1,639,185,400,000
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CONTRIBUTOR
null
## Describe the bug When loading a dataset `None` values of the type `NoneType` are converted to `'None'` of the type `str`. ## Steps to reproduce the bug ```python from datasets import load_dataset qasper = load_dataset("qasper", split="train", download_mode="reuse_cache_if_exists") print(qasper[60]["full_text...
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PR_kwDODunzps4t2qQn
3,180
fix label mapping
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[ "heck, test failings. moving to draft. will come back to this later today hopefully", "Thanks for fixing this :)\r\nI just updated the dataset_infos.json and added the missing `pretty_name` tag to the dataset card", "thank you @lhoestq! running around as always it felt through as a lower priority..." ]
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MEMBER
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Fixing label mapping for hlgd. 0 correponds to same event and 1 corresponds to different event <img width="642" alt="Capture d’écran 2021-10-29 à 10 39 58 AM" src="https://user-images.githubusercontent.com/16107619/139454810-1f225e3d-ad48-44a8-b8b1-9205c9533839.png"> <img width="638" alt="Capture d’écran 2021-10-...
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3,179
Cannot load dataset when the config name is "special"
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[ "The issue is that the datasets are malformed. Not a bug with the datasets library" ]
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CONTRIBUTOR
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## Describe the bug After https://github.com/huggingface/datasets/pull/3159, we can get the config name of "Check/region_1", which is "Check___region_1". But now we cannot load the dataset (not sure it's related to the above PR though). It's the case for all the similar datasets, listed in https://github.com/hugg...
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"Property couldn't be hashed properly" even though fully picklable
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[ "After some digging, I found that this is caused by `dill` and using `recurse=True)` when trying to dump the object. The problem also occurs without multiprocessing. I can only find [the following information](https://dill.readthedocs.io/en/latest/dill.html#dill._dill.dumps) about this:\r\n\r\n> If recurse=True, th...
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CONTRIBUTOR
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## Describe the bug I am trying to tokenize a dataset with spaCy. I found that no matter what I do, the spaCy language object (`nlp`) prevents `datasets` from pickling correctly - or so the warning says - even though manually pickling is no issue. It should not be an issue either, since spaCy objects are picklable. ...
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3,177
More control over TQDM when using map/filter with multiple processes
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[ "Hi,\r\n\r\nIt's hard to provide an API that would cover all use-cases with tqdm in this project.\r\n\r\nHowever, you can make it work by defining a custom decorator (a bit hacky tho) as follows:\r\n```python\r\nimport datasets\r\n\r\ndef progress_only_on_rank_0(func):\r\n def wrapper(*args, **kwargs):\r\n ...
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CONTRIBUTOR
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It would help with the clutter in my terminal if tqdm is only shown for rank 0 when using `num_proces>0` in the map and filter methods of datasets. ```python dataset.map(lambda examples: tokenize(examples["text"]), batched=True, num_proc=6) ``` The above snippet leads to a lot of TQDM bars and depending on your...
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OpenSLR dataset: update generate_examples to properly extract data for SLR83
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[ "Also fix #3125." ]
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Fixed #3168. The SLR38 indices are CSV files and there wasn't any code in openslr.py to process these files properly. The end result was an empty table. I've added code to properly process these CSV files.
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Add docs for `to_tf_dataset`
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[ "This looks great, thank you!", "Thanks !\r\n\r\nFor some reason the new GIF is 6MB, which is a bit heavy for an image on a website. The previous one was around 200KB though which is perfect. For a good experience we usually expect images to be less than 500KB - otherwise for users with poor connection it takes t...
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This PR adds some documentation for new features released in v1.13.0, with the main addition being `to_tf_dataset`: - Show how to use `to_tf_dataset` in the tutorial, and move `set_format(type='tensorflow'...)` to the Process section (let me know if I'm missing anything @Rocketknight1 😅). - Add an example for load...
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Asserts replaced by exceptions (huggingface#3171)
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[ "Your first PR went smoothly, well done!\r\nYou are welcome to continue contributing to this project.\r\nGràcies, @joseporiolayats! 😉 " ]
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CONTRIBUTOR
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I've replaced two asserts with their proper exceptions following the guidelines described in issue #3171 by following the contributing guidelines. PS: This is one of my first PRs, hoping I don't break anything!
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Fix issue with filelock filename being too long on encrypted filesystems
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Infer max filename length in filelock on Unix-like systems. Should fix problems on encrypted filesystems such as eCryptfs. Fix #2924 cc: @lmmx
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`SystemError 15` thrown in `Dataset.__del__` when using `Dataset.map()` with `num_proc>1`
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[ "NB: even if the error is raised, the dataset is successfully cached. So restarting the script after every `map()` allows to ultimately run the whole preprocessing. But this prevents to realistically run the code over multiple nodes.", "Hi,\r\n\r\nIt's not easy to debug the problem without the script. I may be wr...
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## Describe the bug I use `datasets.map` to preprocess some data in my application. The error `SystemError 15` is thrown at the end of the execution of `Dataset.map()` (only with `num_proc>1`. Traceback included bellow. The exception is raised only when the code runs within a specific context. Despite ~10h spent ...
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3,171
Raise exceptions instead of using assertions for control flow
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[ "Adding the remaining tasks for this issue to help new code contributors. \r\n$ cd src/datasets && ack assert -lc \r\n- [x] commands/convert.py:1\r\n- [x] arrow_reader.py:3\r\n- [x] load.py:7\r\n- [x] utils/py_utils.py:2\r\n- [x] features/features.py:9\r\n- [x] arrow_writer.py:7\r\n- [x] search.py:6\r\n- [x] table...
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CONTRIBUTOR
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Motivated by https://github.com/huggingface/transformers/issues/12789 in Transformers, one welcoming change would be replacing assertions with proper exceptions. The only type of assertions we should keep are those used as sanity checks. Currently, there is a total of 87 files with the `assert` statements (located u...
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Preserve ordering in `zip_dict`
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Replace `set` with the `unique_values` generator in `zip_dict`. This PR fixes the problem with the different ordering of the example keys across different Python sessions caused by the `zip_dict` call in `Features.decode_example`.
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Configurable max filename length in file locks
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[ "I've also added environment variable configuration so that this can be configured once per machine (e.g. in a `.bashrc` file), as is already done for a few other config variables here.", "Cancelling PR in favour of @mariosasko's in #3173" ]
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Resolve #2924 (https://github.com/huggingface/datasets/issues/2924#issuecomment-952330956) wherein the assumption of file lock maximum filename length to be 255 raises an OSError on encrypted drives (ecryptFS on Linux uses part of the lower filename, reducing the maximum filename size to 143). Allowing this limit to be...
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3,168
OpenSLR/83 is empty
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[ "Hi @tyrius02, thanks for reporting. I see you self-assigned this issue: are you working on this?", "@albertvillanova Yes. Figured I introduced the broken config, I should fix it too.\r\n\r\nI've got it working, but I'm struggling with one of the tests. I've started a PR so I/we can work through it.", "Looks li...
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CONTRIBUTOR
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## Describe the bug As the summary says, openslr / SLR83 / train is empty. The dataset returned after loading indicates there are **zero** rows. The correct number should be **17877**. ## Steps to reproduce the bug ```python import datasets datasets.load_dataset('openslr', 'SLR83') ``` ## Expected resul...
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1,036,488,992
I_kwDODunzps49x5Eg
3,167
bookcorpusopen no longer works
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[ "Hi ! Thanks for reporting :) I think #3280 should fix this", "I tried with the latest changes from #3280 on google colab and it worked fine :)\r\nWe'll do a new release soon, in the meantime you can use the updated version with:\r\n```python\r\nload_dataset(\"bookcorpusopen\", revision=\"master\")\r\n```", "Fi...
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CONTRIBUTOR
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## Describe the bug When using the latest version of datasets (1.14.0), I cannot use the `bookcorpusopen` dataset. The process blocks always around `9924 examples [00:06, 1439.61 examples/s]` when preparing the dataset. I also noticed that after half an hour the process is automatically killed because of the RAM usa...
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3,166
Deprecate prepare_module
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[ "Sounds good, thanks !" ]
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In version 1.13, `prepare_module` was deprecated. This PR adds a deprecation warning and removes it from all the library, using `dataset_module_factory` or `metric_module_factory` instead. Fix #3165.
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Deprecate prepare_module
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In version 1.13, `prepare_module` was deprecated. Add deprecation warning and remove its usage from all the library.
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3,164
Add raw data files to the Hub with GitHub LFS for canonical dataset
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[ "Hi @zlucia, I would actually suggest hosting the dataset as a huggingface.co-hosted dataset.\r\n\r\nThe only difference with a \"canonical\"/legacy dataset is that it's nested under an organization (here `stanford` or `stanfordnlp` for instance – completely up to you) but then you can upload your data using git-lf...
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I'm interested in sharing the CaseHOLD dataset (https://arxiv.org/abs/2104.08671) as a canonical dataset on the HuggingFace Hub and would like to add the raw data files to the Hub with GitHub LFS, since it seems like a more sustainable long term storage solution, compared to other storage solutions available to my team...
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3,163
Add Image feature
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[ "Awesome, looking forward to using it :)", "Few additional comments:\r\n* the current API doesn't meet the requirements mentioned in #3145 (e.g. image mime-type). However, this will be doable soon as we also plan to store image bytes alongside paths in arrow files (see https://github.com/huggingface/datasets/pull...
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CONTRIBUTOR
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Adds the Image feature. This feature is heavily inspired by the recently added Audio feature (#2324). Currently, this PR is pretty simple. Some considerations that need further discussion: * I've decided to use `Pillow`/`PIL` as the image decoding library. Another candidate I considered is `torchvision`, mostly bec...
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3,162
`datasets-cli test` should work with datasets without scripts
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[ "> It would be really useful to be able to run `datasets-cli test`for datasets that don't have scripts attached to them (whether the datasets are private or not).\r\n> \r\n> I wasn't able to run the script for a private test dataset that I had created on the hub (https://huggingface.co/datasets/huggingface/DataMeas...
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It would be really useful to be able to run `datasets-cli test`for datasets that don't have scripts attached to them (whether the datasets are private or not). I wasn't able to run the script for a private test dataset that I had created on the hub (https://huggingface.co/datasets/huggingface/DataMeasurementsTest/t...
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Add riddle_sense dataset
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[ "@lhoestq \r\nI address all the comments, I think. Thanks! \r\n", "The five test fails are unrelated to this PR and fixed on master so we can ignore them" ]
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Adding a new dataset for QA with riddles. I'm confused about the tagging process because it looks like the streamlit app loads data from the current repo, so is it something that should be done after merging or off my fork?
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Better error msg if `len(predictions)` doesn't match `len(references)` in metrics
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[ "Can't test this now but it may be a good improvement indeed.", "I added a function, but it only works with the `list` type. For arrays/tensors, we delegate formatting to the frameworks. " ]
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CONTRIBUTOR
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Improve the error message in `Metric.add_batch` if `len(predictions)` doesn't match `len(references)`. cc: @BramVanroy (feel free to test this code on your examples and review this PR)
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Make inspect.get_dataset_config_names always return a non-empty list
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[ "This PR is already working (although not very beautiful; see below): the idea was to have the `DatasetModule.builder_kwargs` accessible from the `builder_cls`, so that this can generate the default builder config (at the class level, without requiring the builder to be instantiated).\r\n\r\nI have a plan for a fol...
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Make all named configs cases, so that no special unnamed config case needs to be handled differently. Fix #3135.
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PR_kwDODunzps4toGpe
3,158
Fix string encoding for Value type
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[ "That was fast! \r\n" ]
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MEMBER
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Some metrics have `string` features but currently it fails if users pass integers instead. Indeed feature encoding that handles the conversion of the user's objects to the right python type is missing a case for `string`, while it already works as expected for integers, floats and booleans Here is an example code th...
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3,157
Fixed: duplicate parameter and missing parameter in docstring
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CONTRIBUTOR
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changing duplicate parameter `data_files` in `DatasetBuilder.__init__` to the missing parameter `data_dir`
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3,156
Rouge and Meteor for multiple references
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[ "Hi @avinashsai ,\r\n\r\ncurrently, multiple references are not supported. However, we could add a `multiref` config to fix that. When working with multiple references, we can accumulate them by either taking an average or the best score. Would you like to work on that?", "@mariosasko I can help with this issue\r...
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CONTRIBUTOR
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Hi, Currently rogue and meteor supports only single references. Can we use these metrics to calculate for multiple references?
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I_kwDODunzps49qL2V
3,155
Illegal instruction (core dumped) at datasets import
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[ "It seems to be an issue with how conda-forge is building the binaries. It works on some machines, but not a machine with AMD Opteron 8384 processors." ]
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## Describe the bug I install datasets using conda and when I import datasets I get: "Illegal instruction (core dumped)" ## Steps to reproduce the bug ``` conda create --prefix path/to/env conda activate path/to/env conda install -c huggingface -c conda-forge datasets # exits with output "Illegal instruction...
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3,154
Sacrebleu unexpected behaviour/requirement for data format
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[ "Hi @BramVanroy!\r\n\r\nGood question. This project relies on PyArrow (tables) to store data too big to fit in RAM. In the case of metrics, this means that the number of predictions and references has to match to form a table.\r\n\r\nThat's why your example throws an error even though it matches the schema:\r\n```p...
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CONTRIBUTOR
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## Describe the bug When comparing with the original `sacrebleu` implementation, the `datasets` implementation does some strange things that I do not quite understand. This issue was triggered when I was trying to implement TER and found the datasets implementation of BLEU [here](https://github.com/huggingface/dataset...
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PR_kwDODunzps4tlEVE
3,153
Add TER (as implemented in sacrebleu)
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[ "The problem appears to stem from the omission of the lines that you mentioned. If you add them back and try examples from [this](https://huggingface.co/docs/datasets/using_metrics.html) tutorial (sacrebleu metric example) the code you implemented works fine.\r\n\r\nI think the purpose of these lines is follows:\r\...
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CONTRIBUTOR
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Implements TER (Translation Edit Rate) as per its implementation in sacrebleu. Sacrebleu for BLEU scores is already implemented in `datasets` so I thought this would be a nice addition. I started from the sacrebleu implementation, as the two metrics have a lot in common. Verified with sacrebleu's [testing suite](...
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3,152
Fix some typos in the documentation
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Re-add faiss to windows testing suite
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CONTRIBUTOR
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In recent versions, `faiss-cpu` seems to be available for Windows as well. See the [PyPi page](https://pypi.org/project/faiss-cpu/#files) to confirm. We can therefore included it for Windows in the setup file. At first tests didn't pass due to problems with permissions as caused by `NamedTemporaryFile` on Windows. T...
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3,150
Faiss _is_ available on Windows
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[ "Sure, feel free to open a PR." ]
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In the setup file, I find the following: https://github.com/huggingface/datasets/blob/87c71b9c29a40958973004910f97e4892559dfed/setup.py#L171 However, FAISS does install perfectly fine on Windows on my system. You can also confirm this on the [PyPi page](https://pypi.org/project/faiss-cpu/#files), where Windows wh...
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3,149
Add CMU Hinglish DoG Dataset for MT
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[ "Hi @lhoestq, thanks a lot for the help. I have moved the part as suggested. \r\nAlthough still while running the dummy data script, I face this issue\r\n\r\n```\r\nTraceback (most recent call last):\r\n File \"/home/ishan/anaconda3/bin/datasets-cli\", line 8, in <module>\r\n sys.exit(main())\r\n File \"/home/...
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CONTRIBUTOR
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Address part of #2841 Added the CMU Hinglish DoG Dataset as in GLUECoS. Added it as a seperate dataset as unlike other tasks of GLUE CoS this can't be evaluated for a BERT like model. Consists of parallel dataset between Hinglish (Hindi-English) and English, can be used for Machine Translation between the two. ...
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I_kwDODunzps49nMjY
3,148
Streaming with num_workers != 0
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[ "I can confirm that I was able to reproduce the bug. This seems odd given that #3423 reports duplicate data retrieval when `num_workers` and `streaming` are used together, which is obviously different from what is reported here. " ]
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## Describe the bug When using dataset streaming with pytorch DataLoader, the setting num_workers to anything other than 0 causes the code to freeze forever before yielding the first batch. The code owner is likely @lhoestq ## Steps to reproduce the bug For your convenience, we've prepped a colab notebook th...
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Fix CLI test to ignore verfications when saving infos
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Fix #3146.
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CLI test command throws NonMatchingSplitsSizesError when saving infos
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When trying to generate a datset JSON metadata, a `NonMatchingSplitsSizesError` is thrown: ``` $ datasets-cli test datasets/arabic_billion_words --save_infos --all_configs Testing builder 'Alittihad' (1/10) Downloading and preparing dataset arabic_billion_words/Alittihad (download: 332.13 MiB, generated: Unknown si...
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3,145
[when Image type will exist] provide a way to get the data as binary + filename
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[ "@severo, maybe somehow related to this PR ?\r\n- #3129", "@severo I'll keep that in mind.\r\n\r\nYou can track progress on the Image feature in #3163 (still in the early stage). ", "Hi ! As discussed with @severo offline it looks like the dataset viewer already supports reading PIL images, so maybe the datase...
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**Is your feature request related to a problem? Please describe.** When a dataset cell contains a value of type Image (be it from a remote URL, an Array2D/3D, or any other way to represent images), I want to be able to write the image to the disk, with the correct filename, and optionally to know its mimetype, in or...
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Infer the features if missing
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**Is your feature request related to a problem? Please describe.** Some datasets, in particular community datasets, have no info file, thus no features. **Describe the solution you'd like** If a dataset has no features, the first loaded data (5-10 rows) could be used to infer the type. Related: `datasets` w...
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Provide a way to check if the features (in info) match with the data of a split
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**Is your feature request related to a problem? Please describe.** I understand that currently the data loaded has not always the type described in the info features **Describe the solution you'd like** Provide a way to check if the rows have the type described by info features **Describe alternatives you'v...
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3,142
Provide a way to write a streamed dataset to the disk
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[ "Yes, I agree this feature is much needed. We could do something similar to what TF does (https://www.tensorflow.org/api_docs/python/tf/data/Dataset#cache). \r\n\r\nIdeally, if the entire streamed dataset is consumed/cached, the generated cache should be reusable for the Arrow dataset." ]
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**Is your feature request related to a problem? Please describe.** The streaming mode allows to get the 100 first rows of a dataset very quickly. But it does not cache the answer, so a posterior call to get the same 100 rows will send a request to the server again and again. **Describe the solution you'd like** ...
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Fix caching bugs
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This PR fixes some caching bugs (most likely introduced in the latest refactor): * remove ")" added by accident in the dataset dir name * correctly pass the namespace kwargs in `CachedDatasetModuleFactory` * improve the warning message if `HF_DATASETS_OFFLINE is `True`
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Add DER metric
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Add DER metric for speaker diarization task. This is used by SUPERB beenchmark, for example.
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Fix file/directory deletion on Windows
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Currently, on Windows, some attempts to delete a dataset file/directory will fail with the `PerimissionError`. Examples: - download a dataset, then force redownload it in the same session while keeping a reference to the downloaded dataset ```python from datasets import load_dataset dset = load_dataset("sst", s...
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3,138
More fine-grained taxonomy of error types
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**Is your feature request related to a problem? Please describe.** Exceptions like `FileNotFoundError` can be raised by different parts of the code, and it's hard to detect which one did **Describe the solution you'd like** Give a specific exception type for every group of similar errors **Describe alternat...
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Fix numpy deprecation warning for ragged tensors
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[ "This'll be a really helpful fix, thank you!" ]
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Numpy shows a deprecation warning when we call `np.array` on a list of ragged tensors without specifying the `dtype`. If their shapes match, the tensors can be collated together, otherwise the resulting array should have `dtype=np.object`. Fix #3084 cc @Rocketknight1
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Fix script of Arabic Billion Words dataset to return all data
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The script has a bug and only parses and generates a portion of the entire dataset. This PR fixes the loading script so that is properly parses the entire dataset. Current implementation generates the same number of examples as reported in the [original paper](https://arxiv.org/abs/1611.04033) for all configurat...
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Make inspect.get_dataset_config_names always return a non-empty list of configs
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[ "Hi @severo, I guess this issue requests not only to be able to access the configuration name (by using `inspect.get_dataset_config_names`), but the configuration itself as well (I mean you use the name to get the configuration afterwards, maybe using `builder_cls.builder_configs`), is this right?", "Yes, maybe t...
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**Is your feature request related to a problem? Please describe.** Currently, some datasets have a configuration, while others don't. It would be simpler for the user to always have configuration names to refer to **Describe the solution you'd like** In that sense inspect.get_dataset_config_names should always...
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Couldn't reach https://raw.githubusercontent.com/huggingface/datasets/1.11.0/metrics/rouge/rouge.py
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[ "Hi,\r\n\r\nDid you try to run the code multiple times (GitHub URLs can be down sometimes for various reasons)? I can access `https://raw.githubusercontent.com/huggingface/datasets/1.11.0/metrics/rouge/rouge.py`, so this code is working without an error on my side. \r\n\r\nAdditionally, can you please run the `data...
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datasets version: 1.12.1 `metric = datasets.load_metric('rouge')` The error: > ConnectionError Traceback (most recent call last) > <ipython-input-3-dd10a0c5212f> in <module> > ----> 1 metric = datasets.load_metric('rouge') > > /usr/local/lib/python3.6/dist-packages/datasets/load....
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Support Audio feature in streaming mode
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Fix #3132.
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Support Audio feature in streaming mode
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Currently, Audio feature is only supported for non-streaming datasets. Due to the large size of many speech datasets, we should also support Audio feature in streaming mode.
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Add ADE20k
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## Adding a Dataset - **Name:** ADE20k (actually it's called the MIT Scene Parsing Benchmark, it's actually a subset of ADE20k but a lot of authors still call it ADE20k) - **Description:** A semantic segmentation dataset, consisting of 150 classes. - **Paper:** http://people.csail.mit.edu/bzhou/publication/scene-par...
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Create SECURITY.md
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[ "Hi @zidingz, thanks for your contribution.\r\n\r\nHowever I am closing it because it is a duplicate of a previous PR:\r\n - #2958\r\n\r\n" ]
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To let the repository confirm feedback@huggingface.co as its security contact.
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Support Audio feature for TAR archives in sequential access
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[ "Also do you think we can adapt `cast_column` to keep the same value for this new parameter when the user only wants to change the sampling rate ?", "Thanks for your comments, @lhoestq, I will address them afterwards.\r\n\r\nBut, I think it is more important/urgent first address the current blocking non-passing t...
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Add Audio feature support for TAR archived files in sequential access. Fix #3128.
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Support Audio feature for TAR archives in sequential access
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Currently, Audio feature accesses each audio file by their file path. However, streamed TAR archive files do not allow random access to their archived files. Therefore, we should enhance the Audio feature to support TAR archived files in sequential access.
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datasets-cli: convertion of a tfds dataset to a huggingface one.
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[ "Hi,\r\n\r\nthe MNIST dataset is already available on the Hub. You can use it as follows:\r\n```python\r\nimport datasets\r\ndataset_dict = datasets.load_dataset(\"mnist\")\r\n```\r\n\r\nAs for the conversion of TFDS datasets to HF datasets, we will be working on it in the coming months, so stay tuned." ]
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### Discussed in https://github.com/huggingface/datasets/discussions/3079 <div type='discussions-op-text'> <sup>Originally posted by **vitalyshalumov** October 14, 2021</sup> I'm trying to convert a tfds dataset to a huggingface one. I've tried: 1. datasets-cli convert --tfds_path ~/tensorflow_datas...
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"arabic_billion_words" dataset does not create the full dataset
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[ "Thanks for reporting, @vitalyshalumov.\r\n\r\nApparently the script to parse the data has a bug, and does not generate the entire dataset.\r\n\r\nI'm fixing it." ]
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## Describe the bug When running: raw_dataset = load_dataset('arabic_billion_words','Alittihad') the correct dataset file is pulled from the url. But, the generated dataset includes just a small portion of the data included in the file. This is true for all other portions of the "arabic_billion_words" dataset ('A...
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PR_kwDODunzps4teNPC
3,125
Add SLR83 to OpenSLR
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The PR resolves #3119, adding SLR83 (UK and Ireland dialects) to the previously created OpenSLR dataset.
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More efficient nested features encoding
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[ "@lhoestq @albertvillanova @mariosasko\r\nCan you please check this out?", "Thanks, done!" ]
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Nested encoding of features wastes a lot of time on operations which are effectively doing nothing when lists are used. For example, if in the input we have a list of integers, `encoded_nested_example` will iterate over it and apply `encoded_nested_example` on every element even though it just return the int as is. ...
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Segmentation fault when loading datasets from file
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[ "Hi ! I created an issue on Arrow's JIRA after making a minimum reproducible example\r\n\r\nhttps://issues.apache.org/jira/browse/ARROW-14439\r\n\r\n```python\r\nimport io\r\n\r\nimport pyarrow.json as paj\r\n\r\nbatch = b'{\"a\": [], \"b\": 1}\\n{\"b\": 1}'\r\nblock_size = 12\r\n\r\npaj.read_json(\r\n io.BytesI...
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## Describe the bug Custom dataset loading sometimes segfaults and kills the process if chunks contain a variety of features/ ## Steps to reproduce the bug Download an example file: ``` wget https://gist.githubusercontent.com/TevenLeScao/11e2184394b3fa47d693de2550942c6b/raw/4232704d08fbfcaf93e5b51def9e50515076...
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OSError with a custom dataset loading script
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[ "Hi,\r\n\r\nthere is a difference in how the `data_dir` is zipped between the `classla/janes_tag` and the `classla/reldi_hr` dataset. After unzipping, for the former, the data files (`*.conllup`) are in the root directory (root -> data files), and for the latter, they are inside the `data` directory (root -> `data`...
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NONE
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## Describe the bug I am getting an OS error when trying to load the newly uploaded dataset classla/janes_tag. What puzzles me is that I have already uploaded a very similar dataset - classla/reldi_hr - with no issues. The loading scripts for the two datasets are almost identical and they have the same directory struc...
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3,121
Use huggingface_hub.HfApi to list datasets/metrics
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Delete `datasets.inspect.HfApi` and use `huggingface_hub.HfApi` instead. WIP until https://github.com/huggingface/huggingface_hub/pull/429 is merged, then wait for the new release of `huggingface_hub`, update the `huggingface_hub` version in `setup.py` and merge this PR. cc: @lhoestq
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Correctly update metadata to preserve features when concatenating datasets with axis=1
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This PR correctly updates metadata to preserve higher-level feature types (e.g. `ClassLabel`) in `datasets.concatenate_datasets` when `axis=1`. Previously, we would delete the feature metadata in `datasets.concatenate_datasets` if `axis=1` and restore the feature types from the arrow table schema in `Dataset.__init__`....
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3,119
Add OpenSLR 83 - Crowdsourced high-quality UK and Ireland English Dialect speech
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[ "Ugh. The index files for SLR83 are CSV, not TSV. I need to add logic to process these index files." ]
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## Adding a Dataset - **Name:** *openslr** - **Description:** *Data set which contains male and female recordings of English from various dialects of the UK and Ireland.* - **Paper:** *https://www.openslr.org/resources/83/about.html* - **Data:** *Eleven separate data files can be found via https://www.openslr.org/r...
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Fix CI error at each release commit
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Fix test_load_dataset_canonical at release commit. Fix #3117.
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CI error at each release commit
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After 1.12.0, there is a recurrent CI error at each release commit: https://app.circleci.com/pipelines/github/huggingface/datasets/8289/workflows/665d954d-e409-4602-8202-e678594d2946/jobs/51110 ``` ____________________ LoadTest.test_load_dataset_canonical _____________________ [gw0] win32 -- Python 3.6.8 C:\tools\...
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3,116
Update doc links to point to new docs
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This PR: * updates the README links and the ADD_NEW_DATASET template to point to the new docs (the new docs don't have a section with the list of all the possible features, so I added that info to the `Features` docstring, which is then referenced in the ADD_NEW_DATASET template) * fixes some broken links in the `.rs...
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3,115
Fill in dataset card for NCBI disease dataset
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3,114
load_from_disk in DatasetsDict/Dataset not working with PyArrowHDFS wrapper implementing fsspec.spec.AbstractFileSystem
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[ "Hi ! Can you try again with pyarrow 6.0.0 ? I think it includes some changes regarding filesystems compatibility with fsspec.", "Hi @lhoestq! I ended up using `fsspec.implementations.arrow.HadoopFileSystem` which doesn't have the problem I described with pyarrow 5.0.0.\r\n\r\nI'll try again with `PyArrowHDFS` on...
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## Describe the bug Passing a PyArrowHDFS implementation of fsspec.spec.AbstractFileSystem (in the `fs` param required by `load_from_disk` methods in `DatasetDict` (in datasets_dict.py) and `Dataset` (in arrow_dataset.py) results in an error when calling the download method in the `fs` parameter. ## Steps to repr...
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3,113
Loading Data from HDF files
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**Is your feature request related to a problem? Please describe.** More often than not I come along big HDF datasets, and currently there is no straight forward way to feed them to a dataset. **Describe the solution you'd like** I would love to see a `from_h5` method that gets an interface implemented by the user ...
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3,112
OverflowError: There was an overflow in the <class 'pyarrow.lib.ListArray'>. Try to reduce writer_batch_size to have batches smaller than 2GB
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[ "I am very unsure on why you tagged me here. I am not a maintainer of the Datasets library and have no idea how to help you.", "fixed", "Ok got it, tensor full of NaNs, cf.\r\n\r\n~\\anaconda3\\envs\\xxx\\lib\\site-packages\\datasets\\arrow_writer.py in write_examples_on_file(self)\r\n315 # This check fails wit...
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## Describe the bug Despite having batches way under 2Gb when running `datasets.map()`, after processing correctly the data of the first batch without fuss and irrespective of writer_batch_size (say 2,4,8,16,32,64 and 128 in my case), it returns the following error : > OverflowError: There was an overflow in the <c...
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1,030,598,983
I_kwDODunzps49bbFH
3,111
concatenate_datasets removes ClassLabel typing.
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[ "Something like this would fix it I think: https://github.com/huggingface/datasets/compare/master...Dref360:HF-3111/concatenate_types?expand=1" ]
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CONTRIBUTOR
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## Describe the bug When concatenating two datasets, we lose typing of ClassLabel columns. I can work on this if this is a legitimate bug, ## Steps to reproduce the bug ```python import datasets from datasets import Dataset, ClassLabel, Value, concatenate_datasets DS_LEN = 100 my_dataset = Dataset.from_...
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3,110
Stream TAR-based dataset using iter_archive
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[ "I'm creating a new branch `stream-tar-audio` just for the audio datasets since they need https://github.com/huggingface/datasets/pull/3129 to be merged first", "The CI fails are only related to missing sections or tags in the dataset cards - which is unrelated to this PR" ]
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I converted all the dataset based on TAR archive to use iter_archive instead, so that they can be streamable. It means that around 80 datasets become streamable :)
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3,109
Update BibTeX entry
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Update BibTeX entry.
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3,108
Add Google BLEU (aka GLEU) metric
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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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Add paper BibTeX citation
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Add paper BibTeX citation to README file.
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3,106
Fix URLs in blog_authorship_corpus dataset
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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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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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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" ]
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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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Fix project description in PyPI
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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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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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Update SUPERB to use Audio features
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[ "Thank you! Sorry I forgot this one @albertvillanova" ]
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CONTRIBUTOR
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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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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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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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3,095
`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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MEMBER
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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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1,027,328,633
I_kwDODunzps49O8p5
3,094
Support loading a dataset from SQLite files
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MEMBER
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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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1,027,262,124
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3,093
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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NONE
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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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PR_kwDODunzps4tPj6e
3,092
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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NONE
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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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