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Create metric card for Frugal Score
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Proposing metric card for Frugal Score. @albertvillanova or @lhoestq -- there are certain aspects that I'm not 100% sure on (such as how exactly the distillation between BertScore and FrugalScore is done) -- so if you find that something isn't clear, please let me know!
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Remove unused legacy Beam utils
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This PR removes unused legacy custom `WriteToParquet`, once official Apache Beam includes the patch since version 2.22.0: - Patch PR: https://github.com/apache/beam/pull/11699 - Issue: https://issues.apache.org/jira/browse/BEAM-10022 In relation with: - #204
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Fix BeamWriter output Parquet file
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Since now, the `BeamWriter` saved a Parquet file with a simplified schema, where each field value was serialized to JSON. That resulted in Parquet files larger than Arrow files. This PR: - writes Parquet file preserving original schema and without serialization, thus avoiding serialization overhead and resulting in...
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4,086
Dataset viewer issue for McGill-NLP/feedbackQA
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[ "Hi @cslizc, thanks for reporting.\r\n\r\nI have just forced the refresh of the corresponding cache and the preview is working now.", "thank you so much" ]
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## Dataset viewer issue for '*McGill-NLP/feedbackQA*' **Link:** *[link to the dataset viewer page](https://huggingface.co/datasets/McGill-NLP/feedbackQA)* *short description of the issue* The dataset can be loaded correctly with `load_dataset` but the preview doesn't work. Error message: ``` Status code: 4...
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4,085
datasets.set_progress_bar_enabled(False) not working in datasets v2
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[ "Now, I can't find any reference to set_progress_bar_enabled in the code.\r\n\r\nI think it have been deleted", "Hi @virilo,\r\n\r\nPlease note that since `datasets` version 2.0.0, we have aligned with `transformers` the management of the progress bar (among other things):\r\n- #3897\r\n\r\nNow, you should update...
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## Describe the bug datasets.set_progress_bar_enabled(False) not working in datasets v2 ## Steps to reproduce the bug ```python datasets.set_progress_bar_enabled(False) ``` ## Expected results datasets not using any progress bar ## Actual results AttributeError: module 'datasets' has no attribute 'se...
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4,084
Errors in `Train with Datasets` Tensorflow code section on Huggingface.co
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[ "Hi @blackhat-coder, thanks for reporting.\r\n\r\nPlease note that the `transformers` library updated their data collators API last year (version 4.10.0):\r\n- huggingface/transformers#13105\r\n\r\nnow requiring to pass `return_tensors` argument at Data Collator instantiation.\r\n\r\nAnd therefore, we also updated ...
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## Describe the bug Hi ### Error 1 Running the Tensforlow code on [Huggingface](https://huggingface.co/docs/datasets/use_dataset) gives a TypeError: __init__() got an unexpected keyword argument 'return_tensors' ### Error 2 `DataCollatorWithPadding` isn't imported ## Steps to reproduce the bug ```python impo...
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Add SacreBLEU Metric Card
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Add chrF(++) Metric Card
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Close parquet writer properly in `push_to_hub`
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We don’t call writer.close(), which causes https://github.com/huggingface/datasets/issues/4077. It can happen that we upload the file before the writer is garbage collected and writes the footer. I fixed this by explicitly closing the parquet writer. Close https://github.com/huggingface/datasets/issues/4077.
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NonMatchingChecksumError for downloading conll2012_ontonotesv5 dataset
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[ "Hi @richarddwang,\r\n\r\n\r\nIndeed, we have recently updated the loading script of that dataset (and fixed that bug as well):\r\n- #4002\r\n\r\nThat fix will be available in our next `datasets` library release. In the meantime, you can incorporate that fix by:\r\n- installing `datasets` from our GitHub repo:\r\n`...
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## Steps to reproduce the bug ```python datasets.load_dataset("conll2012_ontonotesv5", "english_v12") ``` ## Actual results ``` Downloading builder script: 32.2kB [00:00, 9.72MB/s] Downloading metadata: 20.0kB [00:00, 10...
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Increase max retries for GitHub datasets
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As GitHub recurrently raises connectivity issues, this PR increases the number of max retries to request GitHub datasets, as previously done for GitHub metrics: - #4063 Note that this is a temporary solution, while we decide when and how to load GitHub datasets from the Hub: - #4059 Fix #2048 Related to: - ...
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Fix GithubMetricModuleFactory instantiation with None download_config
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Recent PR: - #4063 introduced a potential bug if `GithubMetricModuleFactory` is instantiated with None `download_config`. This PR add instantiation tests and fix that potential issue. CC: @lhoestq
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## Describe the bug When uploading a relatively large image dataset of > 1GB, reloading doesn't work for me, even though pushing to the hub went just fine. Basically, I do: ``` from datasets import load_dataset dataset = load_dataset("imagefolder", data_files="path_to_my_files") dataset.push_to_hub("dat...
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Add ROUGE Metric Card
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Add ROUGE metric card. I've left the 'Values from popular papers' section empty for the time being because I don't know the summarization literature very well and am therefore not sure which paper(s) to pull from (note that the original rouge paper does not seem to present specific values, just correlations with hum...
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Add CCAgT dataset
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[ "Awesome ! Let us know if you have questions or if we can help ;) I'm assigning you\r\n\r\nPS: if possible, please try to not use Google Drive links in your dataset script, since Google Drive has download quotas and is not always reliable." ]
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## Adding a Dataset - **Name:** CCAgT dataset: Images of Cervical Cells with AgNOR Stain Technique - **Description:** The dataset contains 2540 images (1600x1200 where each pixel is 0.111μm×0.111μm) from three different slides, having at least one nucleus per image. These images are from fields belonging to a sample ...
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Error in google/xtreme_s dataset card
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[ "Hi @wranai, thanks for reporting.\r\n\r\nPlease note that the information about language families and groups is taken form the original paper: [XTREME-S: Evaluating Cross-lingual Speech Representations](https://arxiv.org/abs/2203.10752).\r\n\r\nIf that information is wrong, feel free to contact the paper's authors...
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**Link:** https://huggingface.co/datasets/google/xtreme_s Not a big deal but Hungarian is considered an Eastern European language, together with Serbian, Slovak, Slovenian (all correctly categorized; Slovenia is mostly to the West of Hungary, by the way).
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Create a metric card for Competition MATH
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Proposing metric card for Competition MATH
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This PR adds the installation instructions for the Image feature to the image process doc.
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[ "Hi @Jun-jie-Huang,\r\n\r\nAs the error message says, \".pkl\" data files are not supported.\r\n\r\nIf you would like to share your dataset on the Hub, you would need:\r\n- either to create a Python loading script, that loads the data in any format\r\n- or to transform your data files to one of the supported format...
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## Dataset viewer issue for '*xuyeliu/notebookCDG*' **Link:** *[link to the dataset viewer page](https://huggingface.co/datasets/xuyeliu/notebookCDG)* *Couldn't load the xuyeliu/notebookCDG with provided scripts: * ``` from datasets import load_dataset dataset = load_dataset("xuyeliu/notebookCDG/dataset_note...
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Create metric card for seqeval
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Proposing metric card for seqeval. Not sure which values to report for Popular papers though.
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Add support for metadata files to `imagefolder`
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Love it !\r\n\r\n+1 to using JSON Lines rather than CSV. I've also seen image datasets for which JSON Lines was used.\r\n\r\nA `file_name` column sounds good as well, and it means we could reuse the same name for audio. And ok to che...
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This PR adds support for metadata files to `imagefolder` to add an ability to specify image fields other than `image` and `label`, which are inferred from the directory structure in the loaded dataset. To be parsed as an image metadata file, a file should be named `"info.csv"` and should have the following structure...
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Improve out of bounds error message
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In 1.18.4 with https://github.com/huggingface/datasets/pull/3719 we introduced an error message for users using `select` with out of bounds indices. The message ended up being confusing for some users because it mentioned negative indices, which is not the main use case. I replaced it with a message that is very sim...
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Update datasets task tags to align tags with models
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Looks good, but I think we are missing some scripts with outdated tags (RedCaps, MNIST, ...).", "Just updated the tags of vision datasets :)\r\nWe can figure out one for image datasets without labels like PASS - not sure how to nam...
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**Requires https://github.com/huggingface/datasets/pull/4066 to be merged first** Following https://github.com/huggingface/datasets/pull/4066 we need to update many dataset tags to use the new ones. This PR takes case of this and is quite big - feel free to review only certain tags if you don't want to spend too muc...
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Tasks alignment with models
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Yay! This is exciting! Note that we would probably be able to generate this JSON directly from `huggingface/hub-docs`' `Types.ts` file (cc @osanseviero)", "The following issue should make this much easier :smile: https://github.com...
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I updated our `tasks.json` file with the new task taxonomy that is aligned with models. The rule that defines a task is the following: **Two tasks are different if and only if the steps of their pipelines** are different, i.e. if they can’t reasonably be implemented using the same coherent code (level of granular...
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Proposing a metric card for METEOR
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Contributing MedMCQA dataset
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[ "@lhoestq Could you please take a look?\r\nThank you!!", "Hi, thank you for the modifications and suggestions. Please check the changes.", "Can you run `make style` to fix the code formatting please ?\r\n\r\nOh and was wrong with the dummy_data.zip file, it must actually be placed at `datasets/medmcqa/dummy/1.1...
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Adding MedMCQA dataset ( https://paperswithcode.com/dataset/medmcqa ) **Name**: MedMCQA **Description**: MedMCQA is a large-scale, Multiple-Choice Question Answering (MCQA) dataset designed to address real-world medical entrance exam questions. MedMCQA has more than 194k high-quality AIIMS & NEET PG entranc...
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4,063
Increase max retries for GitHub metrics
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As GitHub recurrently raises connectivity issues, this PR increases the number of max retries to request GitHub metrics. Related to: - #3134 Also related to: - #4059
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Loading mozilla-foundation/common_voice_7_0 dataset failed
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[ "Hi @aapot, thanks for reporting.\r\n\r\nWe are investigating the cause of this issue. We will keep you informed. ", "When making HTTP request from code line:\r\n```\r\nresponse = requests.get(f\"{_API_URL}/bucket/dataset/{path}/{use_cdn}\", timeout=10.0).json()\r\n```\r\nit cannot be decoded to JSON because it r...
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## Describe the bug I wanted to load `mozilla-foundation/common_voice_7_0` dataset with `fi` language and `test` split from datasets on Colab/Kaggle notebook, but I am getting an error `JSONDecodeError: [Errno Expecting value] Not Found: 0` while loading it. The bug seems to affect other languages and splits too than ...
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Loading cnn_dailymail dataset failed
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[ "Hi @Arij-Aladel, thanks for reporting.\r\n\r\nThis issue was already reported \r\n- #3784\r\n\r\nand its root cause is a change in the Google Drive service. See:\r\n- #3786 \r\n\r\nWe have already fixed it in our 2.0.0 release. See:\r\n- #3787 \r\n\r\nPlease, update your `datasets` version:\r\n```\r\npip install -...
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## Describe the bug I wanted to load cnn_dailymail dataset from huggingface datasets on jupyter lab, but I am getting an error ` NotADirectoryError:[Errno20] Not a directory ` while loading it. ## Steps to reproduce the bug ```python from datasets import load_dataset dataset = load_dataset('cnn_dailymail', '3.0....
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4,060
Deprecate canonical Multilingual Librispeech
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Yes, as discussed in #4006 we should update facebook/multilingual_librispeech indeed before we do a release. @anton-l could you help taking care of updating facebook/multilingual_librispeech ? We need to update the task template\r\n`...
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Deprecate canonical Multilingual Librispeech in favor of [the community one](https://huggingface.co/datasets/facebook/multilingual_librispeech) which supports streaming. However, there is a problem regarding new ASR template schema: since it's changed, I guess all community datasets that use this template do not wor...
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Load GitHub datasets from Hub
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4059). All of your documentation changes will be reflected on that endpoint.", "Currently the github datasets versioning is synced with the `datasets` lib versioning: when you load a github dataset using `datasets==x.y.z`, then...
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We have recurrently had connection errors when requesting GitHub because sometimes the site is not available. This PR requests the Hub instead, once all GitHub datasets are mirrored on the Hub. Fix #2048 Related to: - #4051 - #3210 - #2787 - #2075 - #2036
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Updated annotations for nli_tr dataset
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Thank you so much @[lhoestq](https://github.com/lhoestq) for the time you take to your review the PR!" ]
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This PR adds annotation tags for `nli_tr` dataset so that the dataset can be searchable wrt. relevant query parameters. The annotations in this PR are based on the existing annotations of `snli` and `multi_nli` datasets as `nli_tr` is a machine-generated extension of those datasets. This PR is intended only for u...
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`load_dataset` consumes too much memory
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[ "Hi ! Could it be because you need to free the memory used by `tarfile` by emptying the tar `members` by any chance ?\r\n```python\r\n yield key, {\"audio\": {\"path\": audio_name, \"bytes\": audio_file_obj.read()}}\r\n audio_tarfile.members = [] # free memory\r\n key += 1\r\n```\r\n\r\nand th...
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## Description `load_dataset` consumes more and more memory until it's killed, even though it's made with a generator. I'm adding a loading script for a new dataset, made up of ~15s audio coming from a tar file. Tried setting `DEFAULT_WRITER_BATCH_SIZE = 1` as per the discussion in #741 but the problem persists. ...
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Unexpected behavior of _TempDirWithCustomCleanup
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[ "Hi ! Would setting TMPDIR at the beginning of your python script/session work ? I mean, even before importing transformers, datasets, etc. and using them ? I think this would be the most robust solution given any library that uses `tempfile`. I don't think we aim to support environment variables to be changed at r...
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## Describe the bug This is not 100% a bug in `datasets`, but behavior that surprised me and I think this could be made more robust on the `datasets`side. When using `datasets.disable_caching()`, cache files are written to a temporary directory. This directory should be based on the environment variable TMPDIR. I ...
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[DO NOT MERGE] Test doc-builder
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Docs built successfully, so closing this." ]
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This is a test PR to ensure the changes in https://github.com/huggingface/doc-builder/pull/164 don't break anything in `datasets`
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Support float data types in pearsonr/spearmanr metrics
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Fix #4053.
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Modify datatype from `int32` to `float` for pearsonr, spearmanr.
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[ "@Woodywarhol9 good catch, thanks for reporting.\r\n\r\nWe are fixing this." ]
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**Is your feature request related to a problem? Please describe.** - Now [Pearsonr](https://github.com/huggingface/datasets/blob/master/metrics/pearsonr/pearsonr.py) and [Spearmanr](https://github.com/huggingface/datasets/blob/master/metrics/spearmanr/spearmanr.py) both get input data as 'int32'. **Describe the ...
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metric = metric_cls( TypeError: 'NoneType' object is not callable
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[ "Hi @klyuhang9,\r\n\r\nI'm sorry but I can't reproduce your problem:\r\n```python\r\nIn [2]: metric = load_metric('glue', 'rte')\r\nDownloading builder script: 5.76kB [00:00, 2.40MB/s]\r\n```\r\n\r\nCould you please, retry to load the metric? Sometimes there are temporary connectivity issues.\r\n\r\nFeel free to re...
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Hi, friend. I meet a problem. When I run the code: `metric = load_metric('glue', 'rte')` There is a problem raising: `metric = metric_cls( TypeError: 'NoneType' object is not callable ` I don't know why. Thanks for your help!
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ConnectionError: Couldn't reach https://raw.githubusercontent.com/huggingface/datasets/2.0.0/datasets/glue/glue.py
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[ "Hi @klyuhang9,\r\n\r\nI'm sorry but I can't reproduce your problem:\r\n```python\r\nIn [4]: ds = load_dataset(\"glue\", \"sst2\", download_mode=\"force_redownload\")\r\nDownloading builder script: 28.8kB [00:00, 9.15MB/s] ...
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Hi, I meet a problem. When I run the code: `dataset = load_dataset('glue','sst2')` There is a issue raising: ConnectionError: Couldn't reach https://raw.githubusercontent.com/huggingface/datasets/2.0.0/datasets/glue/glue.py I don't know why; it is ok when I use Google Chrome to view this url. Thanks for your...
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Add RVL-CDIP dataset
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Thanks a lot for inputs. I'll use the URL suggested and check.\r\n\r\n> we need to implement the streamable (can't use os.path.join) and the non-streamable versions of _generate_examples.\r\n\r\nSure. I will check the reference and ...
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Resolves #2762 Dataset Request : Add RVL-CDIP dataset [#2762](https://github.com/huggingface/datasets/issues/2762) This PR adds the RVL-CDIP dataset. The dataset contains Google Drive link for download and wasn't getting downloaded automatically, so I have provided manual_download_instructions. - I have added ...
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Create metric card for the Code Eval metric
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[ "_The documentation is not available anymore as the PR was closed or merged._", "if possible, give relevant names to your Pull requests @sashavor (make it easier to scan the repo activity) Thanks!", "updating them now! thanks for the feedback @julien-c " ]
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Split size error on `amazon_us_reviews` / `PC_v1_00` dataset
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[ "Follow-up: I have confirmed there are no duplicate lines via `sort amazon_reviews_us_PC_v1_00.tsv | uniq -cd` after extracting the raw file.", "Hi @trentonstrong, thanks for reporting!\r\n\r\nI confirm that loading this dataset configuration throws a `NonMatchingSplitsSizesError`:\r\n```\r\nNonMatchingSplitsSize...
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## Describe the bug When downloading this subset as of 3-28-2022 you will encounter a split size error after the dataset is extracted. The extracted dataset has roughly ~6m rows while the split expects <1m. Upon digging a little deeper, I downloaded the raw files from `https://s3.amazonaws.com/amazon-reviews-pds/t...
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Dataset.unique(column: str) -> ArrowNotImplementedError
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[ "Hi @orkenstein, thanks for reporting.\r\n\r\nPlease note that for this case, our `datasets` library uses under the hood the Apache Arrow `unique` function: https://arrow.apache.org/docs/python/generated/pyarrow.compute.unique.html#pyarrow.compute.unique\r\n\r\nAnd currently the Apache Arrow `unique` function is on...
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## Describe the bug I'm trying to use `unique()` function, but it fails ## Steps to reproduce the bug 1. Get dataset 2. Call `unique` 3. Error # Sample code to reproduce the bug ```python !pip show datasets from datasets import load_dataset dataset = load_dataset('wikiann', 'en') dataset['train'].col...
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Create metric card for XNLI
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Proposing a metric card for XNLI
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PR: - #3868 broke the CLI dummy data generation. Fix #4044.
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CLI dummy data generation is broken
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## Describe the bug We get a TypeError when running CLI dummy data generation: ```shell datasets-cli dummy_data datasets/<your-dataset-folder> --auto_generate ``` gives: ``` File ".../huggingface/datasets/src/datasets/commands/dummy_data.py", line 361, in _autogenerate_dummy_data dataset_builder._prepare_...
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Create metric card for CUAD
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Proposing a CUAD metric card
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Standardize metric ranges
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Several common metrics, like `exact_match` and `f1`, sometimes range from 0-1, and sometimes from 0-100. As discussed with @lhoestq , we think it makes more sense to report them from 0-1, which would entail changing the code of metrics such as [CUAD](https://github.com/huggingface/datasets/blob/master/metrics/cuad/c...
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Add support for IIIF in datasets
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[ "Hi! Thanks for the detailed analysis of adding IIIF support. I like the idea of \"using IIIF through datasets scripts\" due to its ease of use. Another approach that I like is yielding image ids and using the `piffle` library (which offers a bit more flexibility) + `map` to download + cache images. We can handle b...
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This is a feature request for support for IIIF in `datasets`. Apologies for the long issue. I have also used a different format to the usual feature request since I think that makes more sense but happy to use the standard template if preferred. ## What is [IIIF](https://iiif.io/)? IIIF (International Image Inte...
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Calling existing metrics from other metrics
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[ "That's definitely the way to go to avoid implementation bugs and making sure we can fix issues globally when we detect them in a metric. Thanks for reporting!", "CC @emibaylor " ]
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There are several cases of metrics calling other metrics, e.g. [Wiki Split](https://huggingface.co/metrics/wiki_split) which calls [BLEU](https://huggingface.co/metrics/bleu) and [SARI](https://huggingface.co/metrics/sari). These are all currently re-implemented each time (often with external code). A potentially mo...
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Support streaming xcopa dataset
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[DO NOT MERGE] Test doc-builder with skipped installation feature
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Fix in https://github.com/huggingface/doc-builder/pull/162 works as expected (docs build), closing this" ]
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This PR is just for testing that we can build PR docs with changes made on the [`skip-install-for-real`](https://github.com/huggingface/doc-builder/tree/skip-install-for-real) branch of `doc-builder`.
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Error while building documentation
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[ "After some investigation, maybe the bug is in `doc-builder`.\r\n\r\nI've opened an issue there:\r\n- huggingface/doc-builder#160", "Fixed by @lewtun (thank you):\r\n- huggingface/doc-builder@31fe6c8bc7225810e281c2f6c6cd32f38828c504" ]
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## Describe the bug Documentation building is failing: - https://github.com/huggingface/datasets/runs/5716300989?check_suite_focus=true ``` ValueError: There was an error when converting ../datasets/docs/source/package_reference/main_classes.mdx to the MDX format. Unable to find datasets.filesystems.S3FileSystem...
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Fix building of documentation
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Superseded by huggingface/doc-builder@31fe6c8bc7225810e281c2f6c6cd32f38828c504" ]
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Documentation building is failing: - https://github.com/huggingface/datasets/runs/5716300989?check_suite_focus=true ``` ValueError: There was an error when converting ../datasets/docs/source/package_reference/main_classes.mdx to the MDX format. Unable to find datasets.filesystems.S3FileSystem in datasets. Make su...
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Add zero_division argument to precision and recall metrics
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Fix #4025.
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Fix null checksum in xcopa dataset
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Fix checksum error in cats_vs_dogs dataset
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Recent PR updated the metadata JSON file of cats_vs_dogs dataset: - #3878 However, that new JSON file contains a None checksum. This PR fixes it. Fix #4032.
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can't download cats_vs_dogs dataset
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[ "Thnaks for reporting @RRaphaell.\r\n\r\nWe are fixing it. " ]
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## Describe the bug can't download cats_vs_dogs dataset. error: Checksums didn't match for dataset source files ## Steps to reproduce the bug ```python from datasets import load_dataset dataset = load_dataset("cats_vs_dogs") ``` ## Expected results loaded successfully. ## Actual results NonMatchingCheck...
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4,031
Cannot load the dataset conll2012_ontonotesv5
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[ "Hi @cathyxl, thanks for reporting.\r\n\r\nIndeed, we have recently updated the loading script of that dataset (and fixed that bug as well):\r\n- #4002\r\n\r\nThat fix will be available in our next `datasets` library release. In the meantime, you can incorporate that fix by:\r\n- installing `datasets` from our GitH...
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## Describe the bug Cannot load the dataset conll2012_ontonotesv5 ## Steps to reproduce the bug ```python # Sample code to reproduce the bug from datasets import load_dataset dataset = load_dataset('conll2012_ontonotesv5', 'english_v4', split="test") print(dataset) ``` ## Expected results The datasets s...
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Use a constant for the articles regex in SQuAD v2
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The main reason for doing this is to be able to change the articles list if using another language, for example. It's not the most elegant solution but at least it makes the metric more extensible with no drawbacks. BTW, what could be the best way to make this more generic (i.e., SQuAD in other languages)? Maybe rec...
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Add FAISS .range_search() method for retrieving all texts from dataset above similarity threshold
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[ "Hi ! You can access the faiss index with\r\n```python\r\nfaiss_index = my_dataset.get_index(\"my_index_name\").faiss_index\r\n```\r\nand then do whatever you want with it, e.g. query it using range_search:\r\n```python\r\nthreshold = 0.95\r\nlimits, distances, indices = faiss_index.range_search(x=xq, thresh=thresh...
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**Is your feature request related to a problem? Please describe.** I would like to retrieve all texts from a dataset, which are semantically similar to a specific input text (query), above a certain (cosine) similarity threshold. My dataset is very large (Wikipedia), so I need to use Datasets and FAISS for this. I wou...
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Fix docs on audio feature installation
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This PR: - Removes the explicit installation of `librosa` (this is installed with `pip install datasets[audio]` - Adds the warning for Linux users to install manually the non-Python package `libsndfile` - Explains that the installation of `torchaudio` is only necessary to support loading audio datasets containing MP...
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ElasticSearch Indexing example: TypeError: __init__() missing 1 required positional argument: 'scheme'
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[ "Hi, @MoritzLaurer, thanks for reporting.\r\n\r\nNormally this is due to a mismatch between the versions of your Elasticsearch client and server:\r\n- your ES client is passing only keyword arguments to your ES server\r\n- whereas your ES server expects a positional argument called 'scheme'\r\n\r\nIn order to fix t...
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## Describe the bug I am following the example in the documentation for elastic search step by step (on google colab): https://huggingface.co/docs/datasets/faiss_es#elasticsearch ``` from datasets import load_dataset squad = load_dataset('crime_and_punish', split='train[:1000]') ``` When I run the line: `sq...
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Support streaming xtreme dataset for bucc18 config
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Support streaming xtreme dataset for bucc18 config.
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Missing argument in precision/recall
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[ "Thanks for the suggestion, @Dref360.\r\n\r\nWe are adding that argument. " ]
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**Is your feature request related to a problem? Please describe.** [`sklearn.metrics.precision_score`](https://scikit-learn.org/stable/modules/generated/sklearn.metrics.precision_score.html) accepts an argument `zero_division`, but it is not available in [precision Metric](https://github.com/huggingface/datasets/blob/...
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Doc: image_process small tip
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[ "_The documentation is not available anymore as the PR was closed or merged._", "This tip is unnecessary, i.e., Pillow will already be installed since the `Image` feature requires it for encoding and decoding. Thanks anyway.\r\n\r\ncc @stevhliu I've noticed we are missing the installation section in the doc (`pip...
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I've added a small tip in the `image_process` doc
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Replace yahoo_answers_topics data url
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I replaced the Google Drive URL of the dataset by the FastAI one, since we've had some issues with Google Drive.
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Replace dbpedia_14 data url
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I replaced the Google Drive URL of the dataset by the FastAI one, since we've had some issues with Google Drive.
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Fix `map` remove_columns on empty dataset
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On an empty dataset, the `remove_columns` parameter of `map` currently doesn't actually remove the columns: ```python >>> ds = datasets.load_dataset("glue", "rte") >>> ds_filtered = ds.filter(lambda x: x["label"] != -1) >>> ds_mapped = ds_filtered.map(lambda x: x, remove_columns=["label"]) >>> print(repr(ds_mapped...
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Replace amazon_polarity data URL
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I replaced the Google Drive URL of the dataset by the FastAI one, since we've had some issues with Google Drive.
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Make yelp_polarity streamable
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It was using `dl_manager.download_and_extract` on a TAR archive, which is not supported in streaming mode. I replaced this by `dl_manager.iter_archive`
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Replace yelp_review_full data url
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I replaced the Google Drive URL of the Yelp review dataset by the FastAI one, since we've had some issues with Google Drive. Close https://github.com/huggingface/datasets/issues/4005
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4,017
Support streaming scan dataset
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4,016
Support streaming blimp dataset
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4,015
Can not correctly parse the classes with imagefolder
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[ "I found that the problem arises because the image files in my folder are actually symbolic links (for my own reasons). After modifications, the classes can now be correctly parsed. Therefore, I close this issue.", "HI, I have a question. How much time did you load the ImageNet data files? " ]
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## Describe the bug I try to load my own image dataset with imagefolder, but the parsing of classes is incorrect. ## Steps to reproduce the bug I organized my dataset (ImageNet) in the following structure: ``` - imagenet/ - train/ - n01440764/ - ILSVRC2012_val_00000293.jpg ...
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4,014
Support streaming id_clickbait dataset
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4,013
Cannot preview "hazal/Turkish-Biomedical-corpus-trM"
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[ "Hi @hazalturkmen, thanks for reporting.\r\n\r\nNote that your dataset repository does not contain any loading script; it only contains a data file named `tr_article_2`.\r\n\r\nWhen there is no loading script but only data files, the `datasets` library tries to infer how to load the data by looking at the data file...
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## Dataset viewer issue for '*hazal/Turkish-Biomedical-corpus-trM' **Link:** *https://huggingface.co/datasets/hazal/Turkish-Biomedical-corpus-trM* *I cannot see the dataset preview.* ``` Server Error Status code: 400 Exception: HTTPError Message: 403 Client Error: Forbidden for url: https://h...
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4,012
Rename wer to cer
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wer variable changed to cer in README file
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4,011
Fix SQuAD v2 metric docs on `references` format
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4011). All of your documentation changes will be reflected on that endpoint." ]
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`references` it's not a list of dictionaries but a dictionary that has a list in its values.
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4,010
Fix None issue with Sequence of dict
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Merging since I'd like do do a patch release soon for this one" ]
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`Features.encode_example` currently fails if it contains a sequence if dict like `Sequence({"subcolumn": Value("int32")})` and if `None` is passed instead of the dict. ```python File "/Users/quentinlhoest/Desktop/hf/datasets/src/datasets/features/features.py", line 1310, in encode_example return encode_neste...
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1,179,658,611
I_kwDODunzps5GUClz
4,009
AMI load_dataset error: sndfile library not found
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[ "Issue unresolved, see [4000](https://github.com/huggingface/datasets/issues/4009#issue-1179658611)" ]
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## Describe the bug Getting error message when loading AMI dataset. ## Steps to reproduce the bug `python3 -c "from datasets import load_dataset; print(load_dataset('ami', 'headset-single', split='validation')[0])" ` ## Expected results A clear and concise description of the expected results. ## Actual r...
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4,008
Support streaming daily_dialog dataset
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[ "Yay! I love this dataset!" ]
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I_kwDODunzps5GS-0d
4,007
set_format does not work with multi dimension tensor
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[ "Hi! Use the `ArrayXD` feature type (where X is the number of dimensions) to get correctly formated tensors. So in your case, define the dataset as follows :\r\n```python\r\nds = Dataset.from_dict({\"A\": [torch.rand((2, 2))]}, features=Features({\"A\": Array2D(shape=(2, 2), dtype=\"float32\")}))\r\n```\r\n", "Hi...
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## Describe the bug set_format only transforms the last dimension of a multi-dimension list to tensor ## Steps to reproduce the bug ```python import torch from datasets import Dataset ds = Dataset.from_dict({"A": [torch.rand((2, 2))]}) # ds = Dataset.from_dict({"A": [np.random.rand(2, 2)]}) # => same result...
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4,006
Use audio feature in ASR task template
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The AutomaticSpeechRecognition task template is outdated: it still uses the file path column as input instead of the audio column. I changed that and updated all the datasets as well as the tests. The only community dataset that will need to be updated is `facebook/multilingual_librispeech`. It has almost zero us...
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Yelp not working
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[ "I don't think it's an issue with the dataset-viewer. Maybe @lhoestq or @albertvillanova could confirm.\r\n\r\n```python\r\n>>> from datasets import load_dataset, DownloadMode\r\n>>> import itertools\r\n>>> # without streaming\r\n>>> dataset = load_dataset(\"yelp_review_full\", name=\"yelp_review_full\", split=\"tr...
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## Dataset viewer issue for '*name of the dataset*' **Link:** https://huggingface.co/datasets/yelp_review_full/viewer/yelp_review_full/train Doesn't work: ``` Server error Status code: 400 Exception: Error Message: line contains NULL ``` Am I the one who added this dataset ? No A seamingly...
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4,004
ASSIN 2 dataset: replace broken Google Drive _URLS by links on github
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Closes #4003 . Fixes checksum error. Replaces Google Drive urls by the files hosted here: [Multilingual Transformer Ensembles for Portuguese Natural Language Tasks](https://github.com/ruanchaves/assin)
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ASSIN2 dataset checksum bug
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[ "Using latest code, I am still facing the issue.\r\n\r\n```python\r\n(base) vimos@vimosmu ➜ ~ ipython\r\nPython 3.6.7 | packaged by conda-forge | (default, Nov 6 2019, 16:19:42) \r\nType 'copyright', 'credits' or 'license' for more information\r\nIPython 7.11.1 -- An enhanced Interactive Python. Type '?' for help...
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## Describe the bug Checksum error after trying to load the [ASSIN 2 dataset](https://huggingface.co/datasets/assin2). `NonMatchingChecksumError` triggered by calling `load_dataset("assin2")`. Similar to #3952 , #3942 , #3941 , etc. ``` ----------------------------------------------------------------------...
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4,002
Support streaming conll2012_ontonotesv5 dataset
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Use another URL whit a single ZIP file (instead of previous one with a ZIP file inside another ZIP file).
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I_kwDODunzps5GSaS6
4,001
How to use generate this multitask dataset for SQUAD? I am getting a value error.
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[ "Hi! Replacing `nlp.<obj>` with `datasets.<obj>` in the script should fix the problem. `nlp` has been renamed to `datasets` more than a year ago, so please use `datasets` instead to avoid weird issues.", "Thank You! Was able to solve with the help of this.", "But I request you to please fix the same in the data...
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## Dataset viewer issue for 'squad_multitask*' **Link:** https://huggingface.co/datasets/vershasaxena91/squad_multitask *short description of the issue* I am trying to generate the multitask dataset for squad dataset. However, gives the error in dataset explorer as well as my local machine. I tried the comma...
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4,000
load_dataset error: sndfile library not found
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[ "Hi @i-am-neo,\r\n\r\nThe audio support is an extra feature of `datasets` and therefore it must be installed as an additional optional dependency:\r\n```shell\r\npip install datasets[audio]\r\n```\r\nAdditionally, for specific MP3 support (which is not the case for AMI dataset, that contains WAV audio files), there...
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## Describe the bug Can't load ami dataset ## Steps to reproduce the bug ``` python3 -c "from datasets import load_dataset; print(load_dataset('ami', 'headset-single', split='validation')[0])" ``` ## Expected results ## Actual results Downloading and preparing dataset ami/headset-single (download: 10.71...
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3,999
Docs maintenance
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This PR links some functions to the API reference. These functions previously only showed up in code format because the path to the actual API was incorrect.
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Fix Audio.encode_example() when writing an array
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[ "_The documentation is not available anymore as the PR was closed or merged._", "@albertvillanova do you think [this line](https://github.com/huggingface/datasets/pull/3998/files#diff-58e348f6e4deaa5f3119e420a5d48ebb82875a78c28628831748fb54f59b2c78R67) is enough? that's why we missed this bug, we didn't check thi...
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Closes #3996
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Sync Features dictionaries
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This PR adds a wrapper to the `Features` class to keep the secondary dict, `_column_requires_decoding`, aligned with the main dict (as discussed in https://github.com/huggingface/datasets/pull/3723#discussion_r806912731). A more elegant approach would be to subclass `UserDict` and override `__setitem__` and `__delit...
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3,996
Audio.encode_example() throws an error when writing example from array
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[ "Good catch ! Yes I think passing `format=\"wav\"` is the right thing to do", "Thanks @polinaeterna for reporting this issue.\r\n\r\nIn relation to the decoding of MP3 audio files without torchaudio, I remember Patrick made some tests and these had quite bad performance. That is why he proposed to support MP3 fil...
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## Describe the bug When trying to do `Audio().encode_example()` with preexisting array (see [this line](https://github.com/huggingface/datasets/blob/master/src/datasets/features/audio.py#L73)), `sf.write()` throws you an error: `TypeError: No format specified and unable to get format from file extension: <_io.BytesI...
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Close `PIL.Image` file handler in `Image.decode_example`
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Closes the file handler of the PIL image object in `Image.decode_example` to avoid the `Too many open files` error. To pass [the image equality checks](https://app.circleci.com/pipelines/github/huggingface/datasets/10774/workflows/d56670e6-16bb-4c64-b601-a152c5acf5ed/jobs/65825) in CI, `Image.decode_example` calls `...
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Change audio column from string path to Audio feature in ASR task
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Will fix #3990
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3,993
Streaming dataset + interleave + DataLoader hangs with multiple workers
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[ "Same thing occurs when streaming files loaded from disk.", "Hi ! Thanks for reporting, could this be related to https://github.com/huggingface/datasets/issues/3950 ?\r\n\r\nCurrently streaming datasets only works in single process, but we're working on having in work in distributed setups as well :)", "Hi, tha...
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## Describe the bug Interleaving multiple iterable datasets that use `load_dataset` on streaming mode hangs when passed to `torch.utils.data.DataLoader` with multiple workers. ## Steps to reproduce the bug ```python from datasets import interleave_datasets, load_dataset from torch.utils.data import DataLoader ...
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3,992
Image column is not decoded in map when using with with_transform
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[ "Hi! This behavior stems from this line: https://github.com/huggingface/datasets/blob/799b817d97590ddc97cbd38d07469403e030de8c/src/datasets/arrow_dataset.py#L1919\r\nBasically, the `Image`/`Audio` columns are decoded only if the `format_type` attribute is `None` (`set_format`/`with_format` and `set_transform`/`with...
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## Describe the bug Image column is not _decoded_ in **map** when using with `with_transform` ## Steps to reproduce the bug ```python from datasets import Image, Dataset def add_C(batch): batch["C"] = batch["A"] return batch ds = Dataset.from_dict({"A": ["image.png"]}).cast_column("A", Image()) ...
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Add Lung Image Database Consortium image collection (LIDC-IDRI) dataset
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## Adding a Dataset - **Name:** *Lung Image Database Consortium image collection (LIDC-IDRI)* - **Description:** *Consists of diagnostic and lung cancer screening thoracic computed tomography (CT) scans with marked-up annotated lesions. It is a web-accessible international resource for development, training, and ev...
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Improve AutomaticSpeechRecognition task template
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[ "There is an open PR to do that: #3364. I just haven't had time to finish it... ", "> There is an open PR to do that: #3364. I just haven't had time to finish it...\r\n\r\n😬 thanks..." ]
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**Is your feature request related to a problem? Please describe.** [AutomaticSpeechRecognition task template](https://github.com/huggingface/datasets/blob/master/src/datasets/tasks/automatic_speech_recognition.py) is outdated as it uses path to audiofile as an audio column instead of a Audio feature itself (I guess it...
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