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3,715
Fix problems in msr_sqa
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[ "It shows below when I run test:\r\n\r\nFAILED tests/test_dataset_common.py::LocalDatasetTest::test_load_dataset_all_configs_msr_sqa - ValueError: Unknown split \"validation\". Should be one of ['train', 'test'].\r\n\r\nIt make no sense for me😂. \r\n", "@albertvillanova Does this PR has some additional fixes com...
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The last version has many problems, 1) Errors in table load-in. Split by a single comma instead of using pandas is wrong. 2) id reduplicated in _generate_examples function. 3) Missing information of history questions which make it hard to use. I fix it refer to https://github.com/HKUNLP/UnifiedSKG. And we test ...
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3,714
tatoeba_mt: File not found error and key error
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[ "Looks like I solved my problems ..." ]
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## Dataset viewer issue for 'tatoeba_mt' **Link:** https://huggingface.co/datasets/Helsinki-NLP/tatoeba_mt My data loader script does not seem to work. The files are part of the local repository but cannot be found. An example where it should work is the subset for "afr-eng". Another problem is that I do not ...
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Rm sphinx doc
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[ "Thanks for pushing this :)\r\nOne minor comment regarding the PR itself - I noticed that some changes are coming from the upstream master, this might be due to a rebase. Would be nice if this PR doesn't include them for readabily, feel free to open a new one if necessary", "Closing in favour https://github.com/h...
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Checklist - [x] Update circle ci yaml - [x] Delete sphinx static & python files in docs dir - [x] Update readme in docs dir - [ ] Update docs config in setup.py
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3,712
Fix the error of msr_sqa dataset
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Fix the error of _load_table_data function in msr_sqa dataset, it is wrong to use comma to split each row.
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Fix the error of _load_table_data function in msr_sqa dataset
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The _load_table_data function from the last version is wrong, it is wrong to use comma to split each row.
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Fix CI code quality issue
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Fix CI code quality issue introduced by #3695.
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3,709
Set base path to hub url for canonical datasets
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[ "If we agree to have data files in a dedicated directory \"data/\" then we should be fine. You're right we should not try to edit a dataset script from the repository directly, but from github, in order to avoid conflicts" ]
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This should allow canonical datasets to use relative paths to download data files from the Hub cc @polinaeterna this will be useful if we have audio datasets that are canonical and for which you'd like to host data files
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I_kwDODunzps5Dh7nS
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Loading JSON gets stuck with many workers/threads
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[ "Hi ! Note that it does `block_size *= 2` until `block_size > len(batch)`, so it doesn't loop indefinitely. What do you mean by \"get stuck indefinitely\" then ? Is this the actual call to `paj.read_json` that hangs ?\r\n\r\n> increasing the `chunksize` argument decreases the chance of getting stuck\r\n\r\nCould yo...
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## Describe the bug Loading a JSON dataset with `load_dataset` can get stuck when running on a machine with many CPUs. This is especially an issue when loading a large dataset on a large machine. ## Steps to reproduce the bug I originally created the following script to reproduce the issue: ```python from dat...
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`.select`: unexpected behavior with `indices`
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[ "Hi! Currently, we compute the final index as `index % len(dset)`. I agree this behavior is somewhat unexpected and that it would be more appropriate to raise an error instead (this is what `df.iloc` in Pandas does, for instance).\r\n\r\n@albertvillanova @lhoestq wdyt?", "I agree. I think `index % len(dset)` was ...
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## Describe the bug The `.select` method will not throw when sending `indices` bigger than the dataset length; `indices` will be wrapped instead. This behavior is not documented anywhere, and is not intuitive. ## Steps to reproduce the bug ```python from datasets import Dataset ds = Dataset.from_dict({"text": [...
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Unable to load dataset 'big_patent'
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[ "Hi @ankitk2109,\r\n\r\nHave you tried passing the split name with the keyword `split=`? See e.g. an example in our Quick Start docs: https://huggingface.co/docs/datasets/quickstart.html#load-the-dataset-and-model\r\n```python\r\n ds = load_dataset(\"big_patent\", \"d\", split=\"validation\")", "Hi @albertvillano...
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## Describe the bug Unable to load the "big_patent" dataset ## Steps to reproduce the bug ```python load_dataset('big_patent', 'd', 'validation') ``` ## Expected results Download big_patents' validation split from the 'd' subset ## Getting an error saying: {FileNotFoundError}Local file ..\huggingface\dat...
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Raise informative error when loading a save_to_disk dataset
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People recurrently report error when trying to load a dataset (using `load_dataset`) that was previously saved using `save_to_disk`. This PR raises an informative error message telling them they should use `load_from_disk` instead. Close #3700.
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OSCAR-2109 datasets are misaligned and truncated
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[ "Hi @adrianeboyd, thanks for reporting.\r\n\r\nThere is indeed a bug in that community dataset:\r\nLine:\r\n```python\r\nmetadata_and_text_files = list(zip(metadata_files, text_files))\r\n``` \r\nshould be replaced with\r\n```python\r\nmetadata_and_text_files = list(zip(sorted(metadata_files), sorted(text_files)))\...
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## Describe the bug The `oscar-corpus/OSCAR-2109` data appears to be misaligned and truncated by the dataset builder for subsets that contain more than one part and for cases where the texts contain non-unix newlines. ## Steps to reproduce the bug A few examples, although I'm not sure how deterministic the par...
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ImportError: To be able to use this metric, you need to install the following dependencies['seqeval'] using 'pip install seqeval' for instance'
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[ "![图片](https://user-images.githubusercontent.com/28425091/153547502-6bb0938d-788b-4857-b946-c3cf08fefce4.png)\r\nMy datasets version", "![图片](https://user-images.githubusercontent.com/28425091/153547587-f4677166-af9b-44a0-95ad-b6dba873978a.png)\r\n", "Hi! Some of our metrics require additional dependencies to w...
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hi : I want to use the seqeval indicator because of direct load_ When metric ('seqeval '), it will prompt that the network connection fails. So I downloaded the seqeval Py to load locally. Loading code: metric = load_ metric(path='mymetric/seqeval/seqeval.py') But tips: Traceback (most recent call last): File...
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Update the address to use https
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[ "Hi ! I'm getting some 503 from both the http and https addresses. Do you think we could host this data somewhere else ? (please check if there is a license and if it allows redistribution)" ]
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The http address doesn't work anymore
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Pin ElasticSearch
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Until we manage to support ES 8.0, I'm setting the version to `<8.0.0` Currently we're getting this error on 8.0: ```python ValueError: Either 'hosts' or 'cloud_id' must be specified ``` When instantiating a `Elasticsearch()` object
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Unable to load a dataset
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[ "Hi! `load_dataset` is intended to be used to load a canonical dataset (`wikipedia`), a packaged dataset (`csv`, `json`, ...) or a dataset hosted on the Hub. For local datasets saved with `save_to_disk(\"path/to/dataset\")`, use `load_from_disk(\"path/to/dataset\")`.", "Maybe we should raise an informative error ...
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## Describe the bug Unable to load a dataset from Huggingface that I have just saved. ## Steps to reproduce the bug On Google colab `! pip install datasets ` `from datasets import load_dataset` `my_path = "wiki_dataset"` `dataset = load_dataset('wikipedia', "20200501.fr")` `dataset.save_to_disk(my_path)` `...
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Add dev-only config to Natural Questions dataset
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[ "Great thanks ! I think we can fix the CI by copying the NQ folder on gcs to 0.0.3. Does that sound good ?", "I've copied the 0.0.2 folder content to 0.0.3, as suggested.\r\n\r\nI'm updating the dataset card..." ]
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As suggested by @lhoestq and @thomwolf, a new config has been added to Natural Questions dataset, so that only dev split can be downloaded. Fix #413.
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Add finetune-data CodeFill
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Add code-fill datasets for pretraining/finetuning/evaluating
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[ "Hi ! Thanks for adding this dataset :)\r\n\r\nIt looks like your PR contains many changes in files that are unrelated to your changes, I think it might come from running `make style` with an outdated version of `black`. Could you try opening a new PR that only contains your additions ? (or force push to this PR)" ...
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Force unique keys in newsqa dataset
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Currently, it may raise `DuplicatedKeysError`. Fix #3630.
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Fix ClassLabel to/from dict when passed names_file
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Currently, `names_file` is a field of the data class `ClassLabel`, thus appearing when transforming it to dict (when saving infos). Afterwards, when trying to read it from infos, it conflicts with the other field `names`. This PR, removes `names_file` as a field of the data class `ClassLabel`. - it is only used at ...
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Standardize to `Example::`
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[ "Closing because https://github.com/huggingface/datasets/pull/3690/commits/ee0e0935d6105c1390b0e14a7622fbaad3044dbb" ]
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Update data URL in pubmed dataset
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[ "- I updated the previous dummy data: I just had to rename the file and its directory\r\n - the dummy data zip contains only a single file: `pubmed22n0001.xml.gz`\r\n\r\nThen I discover it fails: https://app.circleci.com/pipelines/github/huggingface/datasets/9800/workflows/173a4433-8feb-4fc6-ab9e-59762084e3e1/jobs...
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Fix #3655.
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PR_kwDODunzps4yQThV
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Upgrade black to version ~=22.0
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Upgrades the `datasets` library quality tool `black` to use the first stable release of `black`, version 22.0.
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Update docs to new frontend/UI
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[ "We can have the docstrings of the properties that are missing docstrings (from discussion [here](https://github.com/huggingface/doc-builder/pull/96)) here by using your new `inject_arrow_table_documentation` onthem as well ?", "@sgugger & @lhoestq could you help me with what should the `docs` section in setup.py...
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### TLDR: Update `datasets` `docs` to the new syntax (markdown and mdx files) & frontend (as how it looks on [hf.co/transformers](https://huggingface.co/docs/transformers/index)) | Light mode | Dark mode ...
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3,689
Fix streaming for servers not supporting HTTP range requests
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[ "Does it mean that huge files might end up being downloaded? It would go against the purpose of streaming, I think. At least, this fallback should be an option that could be disabled", "Yes, it is against the purpose of streaming, but streaming is not possible if the server does not allow HTTP range requests.\n\n...
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Some servers do not support HTTP range requests, whereas this is required to stream some file formats (like ZIP). ~~This PR implements a workaround for those cases, by download the files locally in a temporary directory (cleaned up by the OS once the process is finished).~~ This PR raises custom error explaining ...
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3,688
Pyarrow version error
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[ "Hi @Zaker237, thanks for reporting.\r\n\r\nThis is weird: the error you get is only thrown if the installed pyarrow version is less than 3.0.0.\r\n\r\nCould you please check that you install pyarrow in the same Python virtual environment where you installed datasets?\r\n\r\nFrom the Python command line (or termina...
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## Describe the bug I installed datasets(version 1.17.0, 1.18.0, 1.18.3) but i'm right now nor able to import it because of pyarrow. when i try to import it, i get the following error: `To use datasets, the module pyarrow>=3.0.0 is required, and the current version of pyarrow doesn't match this condition`. i tryed w...
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1,127,154,766
I_kwDODunzps5DLwRO
3,687
Can't get the text data when calling to_tf_dataset
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[ "cc @Rocketknight1 ", "You are correct that `to_tf_dataset` only handles numerical columns right now, yes, though this is a limitation we might remove in future! The main reason we do this is that our models mostly do not include the tokenizer as a model layer, because it's very difficult to compile some of them ...
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I am working with the SST2 dataset, and am using TensorFlow 2.5 I'd like to convert it to a `tf.data.Dataset` by calling the `to_tf_dataset` method. The following snippet is what I am using to achieve this: ``` from datasets import load_dataset from transformers import DefaultDataCollator data_collator = Defa...
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I_kwDODunzps5DLsAK
3,686
`Translation` features cannot be `flatten`ed
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[ "Thanks for reporting, @SBrandeis! Some additional feature types that don't behave as expected when flattened: `Audio`, `Image` and `TranslationVariableLanguages`" ]
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CONTRIBUTOR
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## Describe the bug (`Dataset.flatten`)[https://github.com/huggingface/datasets/blob/master/src/datasets/arrow_dataset.py#L1265] fails for columns with feature (`Translation`)[https://github.com/huggingface/datasets/blob/3edbeb0ec6519b79f1119adc251a1a6b379a2c12/src/datasets/features/translation.py#L8] ## Steps to...
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Add support for `Audio` and `Image` feature in `push_to_hub`
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[ "> Cool thanks !\r\n> \r\n> Also cc @patrickvonplaten @anton-l it means that when calling push_to_hub, the audio bytes are embedded in the parquet files (we don't upload the audio files themselves)\r\n\r\nJust to verify quickly the size of the dataset doesn't change in this case no? E.g. if a dataset has say 20GB i...
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CONTRIBUTOR
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Add support for the `Audio` and the `Image` feature in `push_to_hub`. The idea is to remove local path information and store file content under "bytes" in the Arrow table before the push. My initial approach (https://github.com/huggingface/datasets/commit/34c652afeff9686b6b8bf4e703c84d2205d670aa) was to use a ma...
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PR_kwDODunzps4yIOer
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[fix]: iwslt2017 download urls
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[ "Hi ! Thanks for the fix ! Do you know where this new URL comes from ?\r\n\r\nAlso we try to not use Google Drive if possible, since it has download quota limitations. Do you know if the data is available from another host than Google Drive ?", "Oh, I found it just by following the link from the [IWSLT2017 homepa...
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Fixes #2076.
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PR_kwDODunzps4yGKoj
3,683
added told-br (brazilian hate speech) dataset
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[ "Amazing thank you ! Feel free to regenerate the `dataset_infos.json` to account for the feature type change, and then I think we'll be good to merge :)", "Great thank you ! merging :)" ]
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CONTRIBUTOR
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Hey, Adding ToLD-Br. Feel free to ask for modifications. Thanks!!
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3,682
adding told-br for toxic/abusive hatespeech detection
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[ "Sorry for using multiple github accounts, I didn't notice I was using my professional account to commit/push. Please consider this @JAugusto97 account as the correct one.", "Will remake the PR with the correct github account." ]
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CONTRIBUTOR
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Hey, I'm adding our dataset from our paper published at AACL 2020. Feel free to ask for modifications. Thanks!
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PR_kwDODunzps4yFcpM
3,681
Fix TestCommand to move dataset_infos instead of copying
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[ "All the datasets that are loaded normally with `load_dataset`, if `dataset_infos.json` exists, have this file in the importable directory. So it's fine if we copy the file instead of moving it but it's not a big deal.\r\n\r\nAny reason to prefer moving it rather than copying it ?", "@lvwerra reported than when g...
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MEMBER
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Why do we copy instead of moving the file? CC: @lhoestq @lvwerra
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PR_kwDODunzps4yFXm8
3,680
Fix TestCommand to copy dataset_infos to local dir with only data files
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MEMBER
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Currently this case is missed. CC: @lvwerra
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3,679
Download datasets from a private hub
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[ "For reference:\r\nhttps://github.com/huggingface/transformers/issues/15514\r\nhttps://github.com/huggingface/huggingface_hub/issues/650", "Hi ! For information one can set the environment variable `HF_ENDPOINT` (default is `https://huggingface.co`) if they want to use a private hub.\r\n\r\nWe may need to coordin...
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In the context of a private hub deployment, customers would like to use load_dataset() to load datasets from their hub, not from the public hub. This doesn't seem to be configurable at the moment and it would be nice to add this feature. The obvious workaround is to clone the repo first and then load it from local s...
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1,123,402,426
PR_kwDODunzps4yCt91
3,678
Add code example in wikipedia card
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MEMBER
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Close #3292.
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Discovery cannot be streamed anymore
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[ "Seems like a regression from https://github.com/huggingface/datasets/pull/2843\r\n\r\nOr maybe it's an issue with the hosting. I don't think so, though, because https://www.dropbox.com/s/aox84z90nyyuikz/discovery.zip seems to work as expected\r\n\r\n", "Hi @severo, thanks for reporting.\r\n\r\nSome servers do no...
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CONTRIBUTOR
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## Describe the bug A clear and concise description of what the bug is. ## Steps to reproduce the bug ```python from datasets import load_dataset iterable_dataset = load_dataset("discovery", name="discovery", split="train", streaming=True) list(iterable_dataset.take(1)) ``` ## Expected results The first ...
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1,123,096,362
I_kwDODunzps5C8Rcq
3,676
`None` replaced by `[]` after first batch in map
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[ "It looks like this is because of this behavior in pyarrow:\r\n```python\r\nimport pyarrow as pa\r\n\r\narr = pa.array([None, [0]])\r\nreconstructed_arr = pa.ListArray.from_arrays(arr.offsets, arr.values)\r\nprint(reconstructed_arr.to_pylist())\r\n# [[], [0]]\r\n```\r\n\r\nIt seems that `arr.offsets` can reconstruc...
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MEMBER
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Sometimes `None` can be replaced by `[]` when running map: ```python from datasets import Dataset ds = Dataset.from_dict({"a": range(4)}) ds = ds.map(lambda x: {"b": [[None, [0]]]}, batched=True, batch_size=1, remove_columns=["a"]) print(ds.to_pandas()) # b # 0 [None, [0]] # 1 [[], [0]] # ...
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I_kwDODunzps5C8NEI
3,675
Add CodeContests dataset
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[ "@mariosasko Can I take this up?" ]
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CONTRIBUTOR
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## Adding a Dataset - **Name:** CodeContests - **Description:** CodeContests is a competitive programming dataset for machine-learning. - **Paper:** - **Data:** https://github.com/deepmind/code_contests - **Motivation:** This dataset was used when training [AlphaCode](https://deepmind.com/blog/article/Competitive-...
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Add FrugalScore metric
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[ "@lhoestq \r\n\r\nThe model used by default (`moussaKam/frugalscore_tiny_bert-base_bert-score`) is a tiny model.\r\n\r\nI still want to make one modification before merging.\r\nI would like to load the model checkpoint once. Do you think it's a good idea if I load it in `_download_and_prepare`? In this case should ...
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CONTRIBUTOR
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This pull request add FrugalScore metric for NLG systems evaluation. FrugalScore is a reference-based metric for NLG models evaluation. It is based on a distillation approach that allows to learn a fixed, low cost version of any expensive NLG metric, while retaining most of its original performance. Paper: https:...
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`load_dataset("snli")` is different from dataset viewer
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[ "Yes, we decided to replace the encoded label with the corresponding label when possible in the dataset viewer. But\r\n1. maybe it's the wrong default\r\n2. we could find a way to show both (with a switch, or showing both ie. `0 (neutral)`).\r\n", "Hi @severo,\r\n\r\nThanks for clarifying. \r\n\r\nI think this de...
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## Describe the bug The dataset that is downloaded from the Hub via `load_dataset("snli")` is different from what is available in the dataset viewer. In the viewer the labels are not encoded (i.e., "neutral", "entailment", "contradiction"), while the downloaded dataset shows the encoded labels (i.e., 0, 1, 2). Is t...
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PR_kwDODunzps4yBUrZ
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Prioritize `module.builder_kwargs` over defaults in `TestCommand`
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This fixes a bug in the `TestCommand` where multiple kwargs for `name` were passed if it was set in both default and `module.builder_kwargs`. Example error: ```Python Traceback (most recent call last): File "create_metadata.py", line 96, in <module> main(**vars(args)) File "create_metadata.py", line 86, ...
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Give an estimate of the dataset size in DatasetInfo
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**Is your feature request related to a problem? Please describe.** Currently, only part of the datasets provide `dataset_size`, `download_size`, `size_in_bytes` (and `num_bytes` and `num_examples` inside `splits`). I would want to get this information, or an estimation, for all the datasets. **Describe the soluti...
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feat: 🎸 generate info if dataset_infos.json does not exist
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[ "It's a first attempt at solving https://github.com/huggingface/datasets/issues/3013.", "I only kept these ones:\r\n```\r\n path: str,\r\n data_files: Optional[Union[Dict, List, str]] = None,\r\n download_config: Optional[DownloadConfig] = None,\r\n download_mode: Optional[GenerateMode] = None,\r\n ...
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in get_dataset_infos(). Also: add the `use_auth_token` parameter, and create get_dataset_config_info() ✅ Closes: #3013
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Common voice validated partition
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[ "Hi @patrickvonplaten - could you please advise whether this would be a welcomed change, and if so, who I consult regarding the unit-tests?", "I'd be happy with adding this change. @anton-l @lhoestq - what do you think?", "Cool ! I just fixed the tests by adding a dummy `validated.tsv` file in the dummy data ar...
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This patch adds access to the 'validated' partitions of CommonVoice datasets (provided by the dataset creators but not available in the HuggingFace interface yet). As 'validated' contains significantly more data than 'train' (although it contains both test and validation, so one needs to be careful there), it can be u...
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Couldn't cast array of type string error with cast_column
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[ "Hi ! I wasn't able to reproduce the error, are you still experiencing this ? I tried calling `cast_column` on a string column containing paths.\r\n\r\nIf you manage to share a reproducible code example that would be perfect", "Hi,\r\n\r\nI think my team mate got this solved. Clolsing it for now and will reopen i...
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## Describe the bug In OVH cloud during Huggingface Robust-speech-recognition event on a AI training notebook instance using jupyter lab and running jupyter notebook When using the dataset.cast_column("audio",Audio(sampling_rate=16_000)) method I get error ![image](https://user-images.githubusercontent.com/25264...
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Process .opus files with torchaudio
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[ "Note that torchaudio is maybe less practical to use for TF or JAX users.\r\nThis is not in the scope of this PR, but in the future if we manage to find a way to let the user control the decoding it would be nice", "> Note that torchaudio is maybe less practical to use for TF or JAX users. This is not in the scop...
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@anton-l suggested to proccess .opus files with `torchaudio` instead of `soundfile` as it's faster: ![opus](https://user-images.githubusercontent.com/16348744/152177816-2df6076c-f28b-4aef-a08d-b499b921414d.png) (moreover, I didn't manage to load .opus files with `soundfile` / `librosa` locally on any my machine an...
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process .opus files (for Multilingual Spoken Words)
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[ "@lhoestq I still have problems with processing `.opus` files with `soundfile` so I actually cannot fully check that it works but it should... Maybe this should be investigated in case of someone else would also have problems with that.\r\n\r\nAlso, as the data is in a private repo on the hub (before we come to a ...
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Opus files requires `libsndfile>=1.0.30`. Add check for this version and tests. **outdated:** Add [Multillingual Spoken Words dataset](https://mlcommons.org/en/multilingual-spoken-words/) You can specify multiple languages for downloading 😌: ```python ds = load_dataset("datasets/ml_spoken_words", languages=...
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Fix MP3 resampling when a dataset's audio files have different sampling rates
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The resampler needs to be updated if the `orig_freq` doesn't match the audio file sampling rate Fix https://github.com/huggingface/datasets/issues/3662
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[WIP] Return local paths to Common Voice
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[ "Cool thanks for giving it a try @anton-l ! \r\n\r\nWould be very much in favor of having \"real\" paths to the audio files again for non-streaming use cases. At the same time it would be nice to make the audio data loading script as understandable as possible so that the community can easily add audio datasets in ...
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Fixes https://github.com/huggingface/datasets/issues/3663 This is a proposed way of returning the old local file-based generator while keeping the new streaming generator intact. TODO: - [ ] brainstorm a bit more on https://github.com/huggingface/datasets/issues/3663 to see if we can do better - [ ] refactor th...
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[Audio] Path of Common Voice cannot be used for audio loading anymore
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[ "Having talked to @lhoestq, I see that this feature is no longer supported. \r\n\r\nI really don't think this was a good idea. It is a major breaking change and one for which we don't even have a working solution at the moment, which is bad for PyTorch as we don't want to force people to have `datasets` decode audi...
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## Describe the bug ## Steps to reproduce the bug ```python from datasets import load_dataset from torchaudio import load ds = load_dataset("common_voice", "ab", split="train") # both of the following commands fail at the moment load(ds[0]["audio"]["path"]) load(ds[0]["path"]) ``` ## Expected results ...
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[Audio] MP3 resampling is incorrect when dataset's audio files have different sampling rates
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[ "Thanks @lhoestq for finding the reason of incorrect resampling. This issue affects all languages which have sound files with different sampling rates such as Turkish and Luganda.", "@cahya-wirawan - do you know how many languages have different sampling rates in Common Voice? I'm quite surprised to see this for ...
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The Audio feature resampler for MP3 gets stuck with the first original frequencies it meets, which leads to subsequent decoding to be incorrect. Here is a code to reproduce the issue: Let's first consider two audio files with different sampling rates 32000 and 16000: ```python # first download a mp3 file with s...
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Remove unnecessary 'r' arg in
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[ "The CI failure is only because of the datasets is missing some sections in their cards - we can ignore that since it's unrelated to this PR" ]
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CONTRIBUTOR
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Originally from #3489
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Change HTTP links to HTTPS
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CONTRIBUTOR
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I tested the links. I also fixed some typos. Originally from #3489
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3,659
push_to_hub but preview not working
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[ "Hi @thomas-happify, please note that the preview may take some time before rendering the data.\r\n\r\nI've seen it is already working.\r\n\r\nI close this issue. Please feel free to reopen it if the problem arises again." ]
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## Dataset viewer issue for '*happifyhealth/twitter_pnn*' **Link:** *[link to the dataset viewer page](https://huggingface.co/datasets/happifyhealth/twitter_pnn)* I used ``` dataset.push_to_hub("happifyhealth/twitter_pnn") ``` but the preview is not working. Am I the one who added this dataset ? Yes
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Dataset viewer issue for *P3*
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[ "The error is now:\r\n\r\n```\r\nStatus code: 400\r\nException: Status400Error\r\nMessage: this dataset is not supported for now.\r\n```\r\n\r\nWe've disabled the dataset viewer for several big datasets like this one. We hope being able to reenable it soon." ]
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## Dataset viewer issue for '*P3*' **Link: https://huggingface.co/datasets/bigscience/P3** ``` Status code: 400 Exception: SplitsNotFoundError Message: The split names could not be parsed from the dataset config. ``` Am I the one who added this dataset ? No
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Extend dataset builder for streaming in `get_dataset_split_names`
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[ "I'm impatient to see if it has an impact on the number of valid datasets for the dataset viewer. For the record, today:\r\n\r\n<img width=\"660\" alt=\"Capture d’écran 2022-02-01 à 14 32 19\" src=\"https://user-images.githubusercontent.com/1676121/151977579-b5a239d9-6662-4aeb-bfd1-eef6b8249991.png\">\r\n", "Th...
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CONTRIBUTOR
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Currently, `get_dataset_split_names` doesn't extend a builder module to support streaming, even though it uses `StreamingDownloadManager` to download data. This PR fixes that. To test the change, run the following: ```bash pip install git+https://github.com/huggingface/datasets.git@fix-get_dataset_split_names-stre...
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checksum error subjqa dataset
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[ "Hi @RensDimmendaal, \r\n\r\nI'm sorry but I can't reproduce your bug:\r\n```python\r\nIn [1]: from datasets import load_dataset\r\n ...: ds = load_dataset(\"subjqa\", \"electronics\")\r\nDownloading builder script: 9.15kB [00:00, 4.10MB/s] ...
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## Describe the bug I get a checksum error when loading the `subjqa` dataset (used in the transformers book). ## Steps to reproduce the bug ```python from datasets import load_dataset subjqa = load_dataset("subjqa","electronics") ``` ## Expected results Loading the dataset ## Actual results ``` ---...
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Pubmed dataset not reachable
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[ "Hi @abhi-mosaic, thanks for reporting.\r\n\r\nI'm looking at it... ", "also hitting this issue", "Hey @albertvillanova, sorry to reopen this... I can confirm that on `master` branch the dataset is downloadable now but it is still broken in streaming mode:\r\n\r\n```python\r\n >>> import datasets\r\n >>> pubmed...
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## Describe the bug Trying to use the `pubmed` dataset fails to reach / download the source files. ## Steps to reproduce the bug ```python pubmed_train = datasets.load_dataset('pubmed', split='train') ``` ## Expected results Should begin downloading the pubmed dataset. ## Actual results ``` ConnectionEr...
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Better TQDM output
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[ "@lhoestq I've created a notebook for you to see the difference: https://colab.research.google.com/drive/1by3EqnoKvC2p-yKW4lPDGOFOZHyGVyeQ?usp=sharing.\r\n\r\nFeel free to suggest better descriptions for the progress bars. \r\n\r\nIf everything looks good, think we can merge." ]
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This PR does the following: * if `dataset_infos.json` exists for a dataset, uses `num_examples` to print the total number of examples that needs to be generated (in `builder.py`) * fixes `tqdm` + multiprocessing in Jupyter Notebook/Colab (the issue stems from this commit in the `tqdm` repo: https://github.com/tqdm/tq...
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`to_json` in multiprocessing fashion sometimes deadlock
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MEMBER
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## Describe the bug `to_json` in multiprocessing fashion sometimes deadlock, instead of raising exceptions. Temporary solution is to see that it deadlocks, and then reduce the number of processes or batch size in order to reduce the memory footprint. As @lhoestq pointed out, this might be related to https://bugs....
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sp. Columbia => Colombia
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[ "The original openslr site mixed both names https://openslr.org/72/ :-)", "Yeah, I filed the issue to have it fixed there last year, but it looks like they missed a few." ]
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CONTRIBUTOR
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"Columbia" is various places in North America. The country is "Colombia".
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1,118,597,647
PR_kwDODunzps4xy3De
3,651
Update link in wiki_bio dataset
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[ "> all the tests pass, but I'm still not able to import the dataset\r\n\r\nSince it's not merged on `master` yet, you have to provide the path to your local `wiki_bio.py` to use it.\r\nIndeed the library downloads the dataset files from `master` if you have a dev installation of the library.\r\n\r\nI agree it would...
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CONTRIBUTOR
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Fixes #3580 and makes the wiki_bio dataset work again. I changed the link and some documentation, and all the tests pass. Thanks @lhoestq for uploading the dataset to the HuggingFace data bucket. @lhoestq -- all the tests pass, but I'm still not able to import the dataset, as the old Google Drive link is cached some...
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PR_kwDODunzps4xyr2o
3,650
Allow 'to_json' to run in unordered fashion in order to lower memory footprint
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[ "Hi @thomasw21, I remember suggesting `imap_unordered` to @lhoestq at that time to speed up `to_json` further but after trying `pool_imap` on multiple datasets (>9GB) , memory utilisation was almost constant and we decided to go ahead with that only. \r\n\r\n1. Did you try this without `gzip`? Because `gzip` featu...
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MEMBER
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I'm using `to_json(..., num_proc=num_proc, compressiong='gzip')` with `num_proc>1`. I'm having an issue where things seem to deadlock at some point. Eventually I see OOM. I'm guessing it's an issue where one process starts to take a long time for a specific batch, and so other process keep accumulating their results in...
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I_kwDODunzps5Cm7sq
3,649
Add IGLUE dataset
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## Adding a Dataset - **Name:** IGLUE - **Description:** IGLUE brings together 4 vision-and-language tasks across 20 languages (Twitter [thread](https://twitter.com/ebugliarello/status/1487045497583976455?s=20&t=SB4LZGDhhkUW83ugcX_m5w)) - **Paper:** https://arxiv.org/abs/2201.11732 - **Data:** https://github.com/e-...
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PR_kwDODunzps4xvXig
3,648
Fix Windows CI: bump python to 3.7
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Python>=3.7 is needed to install `tokenizers` 0.11
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PR_kwDODunzps4xvGDQ
3,647
Fix `add_column` on datasets with indices mapping
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[ "Sure, let's include this in today's release.", "Cool ! The windows CI should be fixed on master now, feel free to merge :)" ]
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CONTRIBUTOR
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My initial idea was to avoid the `flatten_indices` call and reorder a new column instead, but in the end I decided to follow `concatenate_datasets` and use `flatten_indices` to avoid padding when `dataset._indices.num_rows != dataset._data.num_rows`. Fix #3599
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PR_kwDODunzps4xsX66
3,646
Fix streaming datasets that are not reset correctly
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[ "Works smoothly with the `transformers.Trainer` class now, thank you!" ]
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MEMBER
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Streaming datasets that use `StreamingDownloadManager.iter_archive` and `StreamingDownloadManager.iter_files` had some issues. Indeed if you try to iterate over such dataset twice, then the second time it will be empty. This is because the two methods above are generator functions. I fixed this by making them return...
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I_kwDODunzps5CjRFy
3,645
Streaming dataset based on dl_manager.iter_archive/iter_files are not reset correctly
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MEMBER
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Hi ! When iterating over a streaming dataset once, it's not reset correctly because of some issues with `dl_manager.iter_archive` and `dl_manager.iter_files`. Indeed they are generator functions (so the iterator that is returned can be exhausted). They should be iterables instead, and be reset if we do a for loop again...
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I_kwDODunzps5CjLz2
3,644
Add a GROUP BY operator
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[ "Hi ! At the moment you can use `to_pandas()` to get a pandas DataFrame that supports `group_by` operations (make sure your dataset fits in memory though)\r\n\r\nWe use Arrow as a back-end for `datasets` and it doesn't have native group by (see https://github.com/apache/arrow/issues/2189) unfortunately.\r\n\r\nI ju...
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NONE
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**Is your feature request related to a problem? Please describe.** Using batch mapping, we can easily split examples. However, we lack an appropriate option for merging them back together by some key. Consider this example: ```python # features: # { # "example_id": datasets.Value("int32"), # "text": datas...
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PR_kwDODunzps4xr8mX
3,643
Fix sem_eval_2018_task_1 download location
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[ "I fixed those two things, the two remaining failing checks seem to be due to some dependency missing in the tests." ]
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CONTRIBUTOR
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As discussed with @lhoestq in https://github.com/huggingface/datasets/issues/3549#issuecomment-1020176931_ this is the new pull request to fix the download location.
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PR_kwDODunzps4xrj2S
3,642
Fix dataset slicing with negative bounds when indices mapping is not `None`
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Fix #3611
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PR_kwDODunzps4xre7C
3,641
Fix numpy rngs when seed is None
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Fixes the NumPy RNG when `seed` is `None`. The problem becomes obvious after reading the NumPy notes on RNG (returned by `np.random.get_state()`): > The MT19937 state vector consists of a 624-element array of 32-bit unsigned integers plus a single integer value between 0 and 624 that indexes the current position wi...
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Issues with custom dataset in Wav2Vec2
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[ "Closed and moved to transformers." ]
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We are training Vav2Vec using the run_speech_recognition_ctc_bnb.py-script. This is working fine with Common Voice, however using our custom dataset and data loader at [NbAiLab/NPSC]( https://huggingface.co/datasets/NbAiLab/NPSC) it crashes after roughly 1 epoch with the following stack trace: ![image](https://us...
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same value of precision, recall, f1 score at each epoch for classification task.
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[ "Hi @Dhanachandra, \r\n\r\nWe have tests for all our metrics and they work as expected: under the hood, we use scikit-learn implementations.\r\n\r\nMaybe the cause is somewhere else. For example:\r\n- Is it a binary or a multiclass or a multilabel classification? Default computation of these metrics is for binary c...
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**1st Epoch:** 1/27/2022 09:30:48 - INFO - datasets.metric - Removing /home/ubuntu/.cache/huggingface/metrics/f1/default/default_experiment-1-0.arrow.59it/s] 01/27/2022 09:30:48 - INFO - datasets.metric - Removing /home/ubuntu/.cache/huggingface/metrics/precision/default/default_experiment-1-0.arrow 01/27/2022 09:3...
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AutoTokenizer hash value got change after datasets.map
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[ "This issue was original reported at https://github.com/huggingface/transformers/issues/14931 and It seems like this issue also occur with other AutoClass like AutoFeatureExtractor.", "Thanks for moving the issue here !\r\n\r\nI wasn't able to reproduce the issue on my env (the hashes stay the same):\r\n```\r\n- ...
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## Describe the bug AutoTokenizer hash value got change after datasets.map ## Steps to reproduce the bug 1. trash huggingface datasets cache 2. run the following code: ```python from transformers import AutoTokenizer, BertTokenizer from datasets import load_dataset from datasets.fingerprint import Hasher tok...
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[TypeError: Couldn't cast array of type] Cannot load dataset in v1.18
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[ "Hi @lewtun!\r\n \r\nThis one was tricky to debug. Initially, I tought there is a bug in the recently-added (by @lhoestq ) `cast_array_to_feature` function because `git bisect` points to the https://github.com/huggingface/datasets/commit/6ca96c707502e0689f9b58d94f46d871fa5a3c9c commit. Then, I noticed that the feat...
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MEMBER
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## Describe the bug I am trying to load the [`GEM/RiSAWOZ` dataset](https://huggingface.co/datasets/GEM/RiSAWOZ) in `datasets` v1.18.1 and am running into a type error when casting the features. The strange thing is that I can load the dataset with v1.17.0. Note that the error is also present if I install from `master...
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Update index.rst
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Make `ted_talks_iwslt` dataset streamable
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[ "Thanks for adding this @mariosasko! It worked for me when running it with a local data file, however, when using the file on Google Drive I get the following error:\r\n```Python\r\nds = load_dataset(\"./ted_talks_iwslt\",\"eu_ca_2014\", streaming=True, split=\"train\", use_auth_token=True)\r\nnext(iter(ds))\r\n```...
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Dataset.shuffle(seed=None) gives fixed row permutation
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[ "I'm not sure if this is expected behavior.\r\n\r\nAm I supposed to work with a copy of the dataset, i.e. `shuffled_dataset = data.shuffle(seed=None)`?\r\n\r\n```diff\r\nimport datasets\r\n\r\n# Some toy example\r\ndata = datasets.Dataset.from_dict(\r\n {\"feature\": [1, 2, 3, 4, 5], \"label\": [\"a\", \"b\", \"...
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## Describe the bug Repeated attempts to `shuffle` a dataset without specifying a seed give the same results. ## Steps to reproduce the bug ```python import datasets # Some toy example data = datasets.Dataset.from_dict( {"feature": [1, 2, 3, 4, 5], "label": ["a", "b", "c", "d", "e"]} ) # Doesn't work...
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Mirror canonical datasets in prod
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Push the datasets changes to the Hub in production by setting `HF_USE_PROD=1` I also added a fix that makes the script ignore the json, csv, text, parquet and pandas dataset builders. cc @SBrandeis
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Adding CC-100: Monolingual Datasets from Web Crawl Data (Datasets links are invalid)
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[ "Hi @AnzorGozalishvili,\r\n\r\nMaybe their site was temporarily down, but it seems to work fine now.\r\n\r\nCould you please try again and confirm if the problem persists? ", "Hi @albertvillanova \r\nI checked and it works. \r\nIt seems that it was really temporarily down.\r\nThanks!" ]
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## Describe the bug The dataset links are no longer valid for CC-100. It seems that the website which was keeping these files are no longer accessible and therefore this dataset became unusable. Check out the dataset [homepage](http://data.statmt.org/cc-100/) which isn't accessible. Also the URLs for dataset file ...
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3,631
Labels conflict when loading a local CSV file.
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[ "Hi @pichljan, thanks for reporting.\r\n\r\nThis should be fixed. I'm looking at it. " ]
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## Describe the bug I am trying to load a local CSV file with a separate file containing label names. It is successfully loaded for the first time, but when I try to load it again, there is a conflict between provided labels and the cached dataset info. Disabling caching globally and/or using `download_mode="force_red...
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DuplicatedKeysError of NewsQA dataset
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[ "Thanks for reporting, @StevenTang1998.\r\n\r\nI'm fixing it. " ]
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After processing the dataset following official [NewsQA](https://github.com/Maluuba/newsqa), I used datasets to load it: ``` a = load_dataset('newsqa', data_dir='news') ``` and the following error occurred: ``` Using custom data configuration default-data_dir=news Downloading and preparing dataset newsqa/defaul...
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Fix Hub repos update when there's a new release
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It was not listing the full list of datasets correctly cc @SBrandeis this is why it failed for 1.18.0 We should be good now !
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Dataset Card Creator drops information for "Additional Information" Section
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First of all, the card creator is a great addition and really helpful for streamlining dataset cards! ## Describe the bug I encountered an inconvenient bug when entering "Additional Information" in the react app, which drops already entered text when switching to a previous section, and then back again to "Addition...
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Fix host URL in The Pile datasets
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[ "We should also update the `bookcorpusopen` download url (see #3561) , no? ", "For `the_pile_openwebtext2` and `the_pile_stack_exchange` I did not regenerate the JSON files, but instead I just changed the download_checksums URL. " ]
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This PR fixes the host URL in The Pile datasets, once they have mirrored their data in another server. Fix #3626.
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The Pile cannot connect to host
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## Describe the bug The Pile had issues with their previous host server and have mirrored its content to another server. The new URL server should be updated.
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Add a metadata field for when source data was produced
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[ "A question to the datasets maintainers: is there a policy about how the set of allowed metadata fields is maintained and expanded?\r\n\r\nMetadata are very important, but defining the standard is always a struggle between allowing exhaustivity without being too complex. Archivists have Dublin Core, open data has h...
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CONTRIBUTOR
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**Is your feature request related to a problem? Please describe.** The current problem is that information about when source data was produced is not easily visible. Though there are a variety of metadata fields available in the dataset viewer, time period information is not included. This feature request suggests mak...
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Extend support for streaming datasets that use os.path.relpath
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This PR extends the support in streaming mode for datasets that use `os.path.relpath`, by patching that function. This feature will also be useful to yield the relative path of audio or image files, within an archive or parent dir. Close #3622.
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Extend support for streaming datasets that use os.path.relpath
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Extend support for streaming datasets that use `os.path.relpath`. This feature will also be useful to yield the relative path of audio or image files.
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Consider adding `ipywidgets` as a dependency.
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[ "Hi! We use `tqdm` to display progress bars, so I suggest you open this issue in their repo.", "It depends on how you use `tqdm`, no? \r\n\r\nDoesn't this library import via; \r\n\r\n```\r\nfrom tqdm.notebook import tqdm\r\n```", "Hi! Sorry for the late reply. We import `tqdm` as `from tqdm.auto import tqdm`, w...
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When I install `datasets` in a fresh virtualenv with jupyterlab I always see this error. ``` ImportError: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html ``` It's a bit of a nuisance, because I need to run shut down the jupyterlab ser...
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Add Fon language tag
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Add Fon language tag to resources.
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fix meta in mls
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[ "Feel free to merge @polinaeterna as soon as you got an approval from either @lhoestq , @albertvillanova or @mariosasko" ]
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`monolingual` value of `m ultilinguality` param in yaml meta was changed to `multilingual` :)
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TIMIT Dataset not working with GPU
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[ "Hi ! I think you should avoid calling `timit_train['audio']`. Indeed by doing so you're **loading all the audio column in memory**. This is problematic in your case because the TIMIT dataset is huge.\r\n\r\nIf you want to access the audio data of some samples, you should do this instead `timit_train[:10][\"train\"...
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## Describe the bug I am working trying to use the TIMIT dataset in order to fine-tune Wav2Vec2 model and I am unable to load the "audio" column from the dataset when working with a GPU. I am working on Amazon Sagemaker Studio, on the Python 3 (PyTorch 1.8 Python 3.6 GPU Optimized) environment, with a single ml.g4...
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PR for the CFPB Consumer Complaints dataset
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[ "> Nice ! Thanks for adding this dataset :)\n> \n> \n> \n> I left a few comments:\n\nThanks!\n\nI'd be interested in contributing to the core codebase - I had to go down the custom loading approach because I couldn't pull this dataset in using the load_dataset() method. Using either the json or csv files available ...
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Think I followed all the steps but please let me know if anything needs changing or any improvements I can make to the code quality
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Make streamable the BnL Historical Newspapers dataset
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I've refactored the code in order to make the dataset streamable and to avoid it takes too long: - I've used `iter_files` Close #3615
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Dataset BnL Historical Newspapers does not work in streaming mode
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[ "@albertvillanova let me know if there is anything I can do to help with this. I had a quick look at the code again and though I could try the following changes:\r\n- use `download` instead of `download_and_extract`\r\nhttps://github.com/huggingface/datasets/blob/d3d339fb86d378f4cb3c5d1de423315c07a466c6/datasets/bn...
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## Describe the bug When trying to load in streaming mode, it "hangs"... ## Steps to reproduce the bug ```python ds = load_dataset("bnl_newspapers", split="train", streaming=True) ``` ## Expected results The code should be optimized, so that it works fast in streaming mode. CC: @davanstrien
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Minor fixes
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This PR: * adds "desc" to the `ignore_kwargs` list in `Dataset.filter` * fixes the default value of `id` in `DatasetDict.prepare_for_task`
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