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Hi! I am interested in working with the big_patent dataset. In Tensorflow, there are a number of versions of the dataset: - 1.0.0 : lower cased tokenized words - 2.0.0 : Update to use cased raw strings - 2.1.2 (default): Fix update to cased raw strings. The version in the huggingface `datasets` library is th...
2023-04-21T14:32:03Z
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2022-03-08T14:08:55Z
https://api.github.com/repos/huggingface/datasets/issues/3861/comments
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big_patent cased version
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2023-04-21T14:32:03Z
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[ "To follow up on this: the cased and uncased versions actually contain different content, and the cased one is easier since it contains a Summary of the Invention in the input.\r\n\r\nSee the paper describing the issue here:\r\nhttps://aclanthology.org/2022.gem-1.34/", "Thanks for proposing the addition of the ca...
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2022-03-08T17:37:13Z
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2022-03-08T12:55:39Z
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Small doc fixes
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2022-03-08T17:37:13Z
{ "diff_url": "https://github.com/huggingface/datasets/pull/3860.diff", "html_url": "https://github.com/huggingface/datasets/pull/3860", "merged_at": "2022-03-08T17:37:13Z", "patch_url": "https://github.com/huggingface/datasets/pull/3860.patch", "url": "https://api.github.com/repos/huggingface/datasets/pulls/...
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3860). All of your documentation changes will be reflected on that endpoint.", "There are still some `.. code-block:: python` (e.g. see [this](https://huggingface.co/docs/datasets/master/en/package_reference/main_classes#datase...
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## Describe the bug I am trying to download some splits of the big_patent dataset, using the following code: `ds = load_dataset("big_patent", "g", split="validation", download_mode="force_redownload") ` However, this leads to a FileNotFoundError. FileNotFoundError Traceback (most recent...
2022-03-08T13:04:09Z
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2022-03-08T11:47:12Z
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Unable to dowload big_patent (FileNotFoundError)
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2022-03-08T13:04:04Z
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I_kwDODunzps5FSz9l
[ "Hi @slvcsl, thanks for reporting.\r\n\r\nYesterday we just made a patch release of our `datasets` library that fixes this issue: version 1.18.4.\r\nhttps://pypi.org/project/datasets/#history\r\n\r\nPlease, feel free to update `datasets` library to the latest version: \r\n```shell\r\npip install -U datasets\r\n```\...
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2022-03-08T12:57:56Z
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3858). All of your documentation changes will be reflected on that endpoint." ]
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## Describe the bug After discussion with @lhoestq, just want to mention here that `glob.glob(...)` should always be used in combination with `sorted(...)` to make sure the list of files returned by `glob.glob(...)` doesn't change depending on the OS system. There are currently multiple datasets that use `glob.g...
2022-03-14T11:08:22Z
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2022-03-08T11:10:30Z
https://api.github.com/repos/huggingface/datasets/issues/3857/comments
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Order of dataset changes due to glob.glob.
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[ "I agree using `glob.glob` alone is bad practice because it's not deterministic. Using `sorted` is a nice solution.\r\n\r\nNote that the `xglob` function you are referring to in the `streaming_download_manager.py` code just extends `glob.glob` for URLs - we don't change its behavior. That's why it has no `sorted()`...
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This code currently raises an error because of the null image: ```python import datasets dataset_dict = { 'name': ['image001.jpg', 'image002.jpg'], 'image': ['cat.jpg', None] } features = datasets.Features({ 'name': datasets.Value('string'), 'image': datasets.Image(), }) dataset = datasets.Dataset.fro...
2022-03-08T15:22:17Z
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2022-03-08T11:07:09Z
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Fix push_to_hub with null images
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2022-03-08T15:22:16Z
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3856). All of your documentation changes will be reflected on that endpoint." ]
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## Describe the bug A pretty common behavior of an interaction between the Hub and datasets is the following. An organization adds a dataset in private mode and wants to load it afterward. ```python from transformers import load_dataset ds = load_dataset("NewT5/dummy_data", "dummy") ``` This command th...
2022-07-11T15:06:40Z
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2022-03-08T09:55:17Z
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Bad error message when loading private dataset
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CONTRIBUTOR
2022-07-11T15:06:40Z
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I_kwDODunzps5FSY7N
[ "We raise the error “ FileNotFoundError: can’t find the dataset” mainly to follow best practice in security (otherwise users could be able to guess what private repositories users/orgs may have)\r\n\r\nWe can indeed reformulate this and add the \"If this is a private repository,...\" part !", "Resolved via https:...
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training_data = load_dataset("common_voice", "en",split='train[:250]+validation[:250]') testing_data = load_dataset("common_voice", "en", split="test[:200]") I'm trying to load only 8% of the English common voice data with accent == "England English." Can somebody assist me with this? **Typical Voice Accent Prop...
2024-03-23T12:40:58Z
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2022-03-08T09:40:52Z
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load only England English dataset from common voice english dataset
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2022-03-09T08:13:33Z
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[ "Hi @amanjaiswal777,\r\n\r\nFirst note that the dataset you are trying to load is deprecated: it was the Common Voice dataset release as of Dec 2020.\r\n\r\nCurrently, Common Voice dataset releases are directly hosted on the Hub, under the Mozilla Foundation organization: https://huggingface.co/mozilla-foundation\r...
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# Introduction of the dataset OntoNotes v5.0 is the final version of OntoNotes corpus, and is a large-scale, multi-genre, multilingual corpus manually annotated with syntactic, semantic and discourse information. This dataset is the version of OntoNotes v5.0 extended and used in the CoNLL-2012 shared task , inclu...
2022-03-15T10:48:02Z
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2022-03-08T08:53:42Z
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add ontonotes_conll dataset
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CONTRIBUTOR
2022-03-15T10:48:02Z
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3853). All of your documentation changes will be reflected on that endpoint.", "The CI fail is unrelated to this dataset, merging :)" ]
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> Alternatively, you can follow the steps to [add a dataset](https://huggingface.co/docs/datasets/add_dataset.html) and [share a dataset](https://huggingface.co/docs/datasets/share_dataset.html) in the documentation. The "add a dataset link" gives 404 Error, and the share_dataset link has changed. I feel this inform...
2022-03-08T16:54:36Z
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Redundant add dataset information and dead link.
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2022-03-08T16:54:36Z
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3852). All of your documentation changes will be reflected on that endpoint." ]
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## Load audio dataset error Hi, when I load audio dataset following https://huggingface.co/docs/datasets/audio_process and https://github.com/huggingface/datasets/tree/master/datasets/superb, ``` from datasets import load_dataset, load_metric, Audio raw_datasets = load_dataset("superb", "ks", split="train") prin...
2022-09-27T12:13:55Z
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2022-03-08T02:16:04Z
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2022-03-08T11:20:06Z
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[ "Hi @lemoner20, thanks for reporting.\r\n\r\nI'm sorry but I cannot reproduce your problem:\r\n```python\r\nIn [1]: from datasets import load_dataset, load_metric, Audio\r\n ...: raw_datasets = load_dataset(\"superb\", \"ks\", split=\"train\")\r\n ...: print(raw_datasets[0][\"audio\"])\r\nDownloading builder sc...
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In this PR, tqdm arguments can be passed to the map() function and such, in order to be more flexible.
2022-12-16T05:34:07Z
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[feat] Add tqdm arguments
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Adds the Adversarial GLUE dataset: https://adversarialglue.github.io/ ```python >>> import datasets >>> >>> datasets.load_dataset('adv_glue') Using the latest cached version of the module from /home/jxm3/.cache/huggingface/modules/datasets_modules/datasets/adv_glue/26709a83facad2830d72d4419dd179c0be092f4ad3303ad0...
2022-03-28T11:17:14Z
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Add "Adversarial GLUE" dataset to datasets library
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2022-03-28T11:12:04Z
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[ "_The documentation is not available anymore as the PR was closed or merged._", "@lhoestq can you review when you have some time?", "Hi @lhoestq -- thanks so much for your review! I just added the stuff you requested to the README.md, including an example from the dataset, the table of contents, and lots of sec...
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I ran into the following error when adding a new dataset: ```bash expected_checksums = {'https://adversarialglue.github.io/dataset/dev.zip': {'checksum': None, 'num_bytes': 40662}} recorded_checksums = {'https://adversarialglue.github.io/dataset/dev.zip': {'checksum': 'efb4cbd3aa4a87bfaffc310ae951981cc0a36c6c71c64...
2022-03-15T14:37:26Z
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2022-03-08T00:24:12Z
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NonMatchingChecksumError when checksum is None
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2022-03-15T12:28:23Z
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[ "Hi @jxmorris12, thanks for reporting.\r\n\r\nThe objective of `verify_checksums` is to check that both checksums are equal. Therefore if one is None and the other is non-None, they are not equal, and the function accordingly raises a NonMatchingChecksumError. That behavior is expected.\r\n\r\nThe question is: how ...
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## Describe the bug For most tokenizers I have tested (e.g. the RoBERTa tokenizer), the data preprocessing cache are not fully reused in the first few runs, although their `.arrow` cache files are in the cache directory. ## Steps to reproduce the bug Here is a reproducer. The GPT2 tokenizer works perfectly with ca...
2023-11-20T18:14:37Z
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2022-03-07T19:55:15Z
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Datasets' cache not re-used
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[ "<s>I think this is because the tokenizer is stateful and because the order in which the splits are processed is not deterministic. Because of that, the hash of the tokenizer may change for certain splits, which causes issues with caching.\r\n\r\nTo fix this we can try making the order of the splits deterministic f...
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Following https://github.com/huggingface/datasets/pull/3721 I updated the docstring of the `device` argument of the FAISS related methods of `Dataset`
2022-03-07T19:21:23Z
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Update faiss device docstring
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2022-03-07T19:21:22Z
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3846). All of your documentation changes will be reflected on that endpoint." ]
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This PR adds RMSE - Root Mean Squared Error and MAE - Mean Absolute Error to the metrics API. Both implementations are based on usage of sciket-learn. Feature request here : Add support for continuous metrics (RMSE, MAE) [#3608](https://github.com/huggingface/datasets/issues/3608) Please suggest any changes if r...
2022-03-09T16:50:03Z
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add RMSE and MAE metrics.
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2022-03-09T16:50:03Z
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3845). All of your documentation changes will be reflected on that endpoint.", "@mariosasko I've reopened it here. Please suggest any changes if required. Thank you.", "Thanks for suggestions. :) I have added update the KWARG...
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This PR adds RMSE - Root Mean Squared Error and MAE - Mean Absolute Error to the metrics API. Both implementations are based on usage of sciket-learn. Feature request here : Add support for continuous metrics (RMSE, MAE) [#3608](https://github.com/huggingface/datasets/issues/3608) Any suggestions and changes req...
2022-03-07T17:24:32Z
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Add rmse and mae metrics.
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2022-03-07T17:15:06Z
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PR_kwDODunzps40DkYL
[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3844). All of your documentation changes will be reflected on that endpoint.", "@dnaveenr This PR is in pretty good shape, so feel free to reopen it." ]
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The streaming version of https://github.com/huggingface/datasets/pull/3787. Fix #3835 CC: @albertvillanova
2022-03-15T12:30:25Z
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Fix Google Drive URL to avoid Virus scan warning in streaming mode
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2022-03-15T12:30:23Z
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3843). All of your documentation changes will be reflected on that endpoint.", "Cool ! Looks like it breaks `test_streaming_gg_drive_gzipped` for some reason..." ]
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From #3444 , Dataset.shuffle can have the same API than IterableDataset.shuffle (i.e. in streaming mode). Currently you can pass an optional seed to both if you want, BUT currently IterableDataset.shuffle always requires a buffer_size, used for approximate shuffling. I propose using a reasonable default value (maybe...
2022-03-07T19:03:43Z
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Align IterableDataset.shuffle with Dataset.shuffle
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2022-03-07T19:03:42Z
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## Describe the bug Pyright complains about module not exported. ## Steps to reproduce the bug Use an editor/IDE with Pyright Language server with default configuration: ```python from datasets import load_dataset ``` ## Expected results No complain from Pyright ## Actual results Pyright complain below...
2023-02-18T19:14:03Z
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Pyright reportPrivateImportUsage when `from datasets import load_dataset`
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2023-02-13T13:48:41Z
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[ "Hi! \r\n\r\nThis issue stems from `datasets` having `py.typed` defined (see https://github.com/microsoft/pyright/discussions/3764#discussioncomment-3282142) - to avoid it, we would either have to remove `py.typed` (added to be compliant with PEP-561) or export the names with `__all__`/`from .submodule import name ...
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Temporarily fix CI for Windows by pinning `responses`. See: https://app.circleci.com/pipelines/github/huggingface/datasets/10292/workflows/83de4a55-bff7-43ec-96f7-0c335af5c050/jobs/63355 Fix: #3839
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## Describe the bug See: https://app.circleci.com/pipelines/github/huggingface/datasets/10292/workflows/83de4a55-bff7-43ec-96f7-0c335af5c050/jobs/63355 ``` ___________________ test_datasetdict_from_text_split[test] ____________________ [gw0] win32 -- Python 3.7.11 C:\tools\miniconda3\envs\py37\python.exe split...
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It might be a mix of Image and ClassLabel, and the color palette might be generated automatically. --- ### Example every pixel in the images of the annotation column (in https://huggingface.co/datasets/scene_parse_150) has a value that gives its class, and the dataset itself is associated with a color palette ...
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Add a data type for labeled images (image segmentation)
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2022-03-07T09:14:11Z
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3836). All of your documentation changes will be reflected on that endpoint.", "Weird, the logo doesn't seem to be floating on my side (using Chrome) at https://huggingface.co/docs/datasets/master/en/index", "https://huggingf...
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## Dataset viewer issue for '*name of the dataset*' **Link:** *link to the dataset viewer page* *short description of the issue* Am I the one who added this dataset ? Yes-No
2022-03-15T12:30:23Z
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Previous link gives 404 error. Updated with a new dataset scripts creation link.
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Fix dead dataset scripts creation link.
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2022-03-07T12:12:07Z
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Small typos in How-to-train tutorial.
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2022-03-07T12:13:17Z
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Let's make Hugging Face Datasets the central hub for GNN datasets :) **Motivation**. Datasets are currently quite scattered and an open-source central point such as the Hugging Face Hub would be ideal to support the growth of the GNN field. What are some datasets worth integrating into the Hugging Face hub? In...
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Making Hugging Face the place to go for Graph NNs datasets
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[ "It will be indeed really great to add support to GNN datasets. Big :+1: for this initiative.", "@napoles-uach identifies the [TUDatasets](https://chrsmrrs.github.io/datasets/) (A collection of benchmark datasets for graph classification and regression). \r\n\r\nAdded to the Tasks in the initial issue.", "Thank...
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## Describe the bug when converting a dataset to tf_dataset by using to_tf_dataset with shuffle true, the remainder is not converted to one batch ## Steps to reproduce the bug this is the sample code below https://colab.research.google.com/drive/1_oRXWsR38ElO1EYF9ayFoCU7Ou1AAej4?usp=sharing ## Expected resul...
2022-03-08T15:18:56Z
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when using to_tf_dataset with shuffle is true, not all completed batches are made
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2022-03-08T15:18:56Z
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I_kwDODunzps5FK9cI
[ "Maybe @Rocketknight1 can help here", "Hi @greenned, this is expected behaviour for `to_tf_dataset`. By default, we drop the smaller 'remainder' batch during training (i.e. when `shuffle=True`). If you really want to keep that batch, you can set `drop_remainder=False` when calling `to_tf_dataset()`.", "@Rocketk...
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When using datasets.load_dataset method to load cnn_dailymail dataset, got error as below: - windows os: FileNotFoundError: [WinError 3] 系统找不到指定的路径。: 'D:\\SourceCode\\DataScience\\HuggingFace\\Data\\downloads\\1bc05d24fa6dda2468e83a73cf6dc207226e01e3c48a507ea716dc0421da583b\\cnn\\stories' - google colab: NotADirec...
2022-03-07T06:53:41Z
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2022-03-05T01:43:12Z
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Got error when load cnn_dailymail dataset
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2022-03-07T06:53:41Z
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I_kwDODunzps5FJvac
[ "Was able to reproduce the issue on Colab; full logs below. \r\n\r\n```\r\n---------------------------------------------------------------------------\r\nNotADirectoryError Traceback (most recent call last)\r\n[<ipython-input-2-39967739ba7f>](https://localhost:8080/#) in <module>()\r\n 1...
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## Brief Overview Downloading, saving, and preprocessing large datasets from the `datasets` library can often result in [performance bottlenecks](https://github.com/huggingface/datasets/issues/3735). These performance snags can be challenging to identify and to debug, especially for users who are less experienced with...
2022-03-10T16:24:27Z
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2022-03-05T00:28:06Z
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[📄 Docs] Create a `datasets` performance guide.
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[ "Hi ! Yes this is definitely something we'll explore, since optimizing processing pipelines can be challenging and because performance is key here: we want anyone to be able to play with large-scale datasets more easily.\r\n\r\nI think we'll start by documenting the performance of the dataset transforms we provide,...
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## Describe the bug If you look at https://huggingface.co/datasets/the_pile/blob/main/the_pile.py: For "all" * the pile_set_name is never set for data * there's actually an id field inside of "meta" For subcorpora pubmed_central and hacker_news: * the meta is specified to be a string, but it's actually a di...
2022-03-08T09:30:49Z
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2022-03-04T21:25:32Z
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The Pile's _FEATURE spec seems to be incorrect
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2022-03-08T09:30:48Z
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I_kwDODunzps5FJSwd
[ "Hi @dlwh, thanks for reporting.\r\n\r\nPlease note, that the source data files for \"all\" config are different from the other configurations.\r\n\r\nThe \"all\" config contains the official Pile data files, from https://mystic.the-eye.eu/public/AI/pile/\r\nAll data examples contain a \"meta\" dict with a single \...
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A leftover from #3803.
2022-03-07T12:37:52Z
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2022-03-04T17:23:26Z
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Remove deprecated `remove_columns` param in `filter`
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2022-03-07T12:37:51Z
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3827). All of your documentation changes will be reflected on that endpoint." ]
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_Needs https://github.com/huggingface/datasets/pull/3801 to be merged first_ I added `IterableDataset.filter` with an API that is a subset of `Dataset.filter`: ```python def filter(self, function, batched=False, batch_size=1000, with_indices=false, input_columns=None): ``` TODO: - [x] tests - [x] docs rel...
2022-03-09T17:23:13Z
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2022-03-04T16:57:23Z
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Add IterableDataset.filter
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2022-03-09T17:23:11Z
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3826). All of your documentation changes will be reflected on that endpoint.", "Indeed ! If `batch_size` is `None` or `<=0` then the full dataset should be passed. It's been mentioned in the docs for a while but never actually ...
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CC: @geohci
2022-03-04T17:24:37Z
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2022-03-04T16:05:27Z
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Update version and date in Wikipedia dataset
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2022-03-04T17:24:36Z
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3825). All of your documentation changes will be reflected on that endpoint." ]
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Fix #3818
2022-03-04T18:04:22Z
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2022-03-04T12:04:40Z
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Allow not specifying feature cols other than `predictions`/`references` in `Metric.compute`
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CONTRIBUTOR
2022-03-04T18:04:21Z
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3824). All of your documentation changes will be reflected on that endpoint." ]
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## Describe the bug The dataset [openclimatefix/mrms](https://huggingface.co/datasets/openclimatefix/mrms) gives a 500 server error when trying to open it on the website, or through code. The dataset doesn't have a loading script yet, and I did push two [xarray](https://docs.xarray.dev/en/stable/) Zarr stores of da...
2022-03-08T09:47:39Z
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2022-03-04T10:37:14Z
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500 internal server error when trying to open a dataset composed of Zarr stores
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2022-03-08T09:47:39Z
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[ "Hi @jacobbieker, thanks for reporting!\r\n\r\nI have transferred this issue to our Hub team and they are investigating it. I keep you informed. ", "Hi @jacobbieker, we are investigating this issue on our side and we'll see if we can fix it, but please note that your repo is considered problematic for git. Here a...
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## Adding a Dataset - **Name:** Biwi Kinect Head Pose Database - **Description:** Over 15K images of 20 people recorded with a Kinect while turning their heads around freely. For each frame, depth and rgb images are provided, together with ground in the form of the 3D location of the head and its rotation angles. - ...
2022-06-01T13:00:47Z
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2022-03-04T08:48:39Z
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Add Biwi Kinect Head Pose Database
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[ "Official dataset location : https://icu.ee.ethz.ch/research/datsets.html\r\nIn the \"Biwi Kinect Head Pose Database\" section, I do not find any information regarding \"Downloading the dataset.\" . Do we mail the authors regarding this ?\r\n\r\nI found the dataset on Kaggle : [Link](https://www.kaggle.com/kmader/b...
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This PR combines all updates to Wikipedia dataset. Once approved, this will be used to generate the pre-processed Wikipedia datasets. Finally, this PR will be able to be merged into master: - NOT using squash - BUT a regular MERGE (or REBASE+MERGE), so that all commits are preserved TODO: - [x] #3435 - [x]...
2022-03-21T12:35:23Z
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2022-03-04T08:19:21Z
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Update Wikipedia dataset
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2022-03-21T12:31:00Z
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[ "_The documentation is not available anymore as the PR was closed or merged._", "I'm starting to generate the pre-processed data for some of the languages (for backward compatibility).\r\n\r\nOnce this merged, we will create the pre-processed data on the Hub under the Wikimedia namespace.", "All steps have been...
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## Describe the bug Loading [`pubmed_qa`](https://huggingface.co/datasets/pubmed_qa) results in a mismatched checksum error. ## Steps to reproduce the bug ```python # Sample code to reproduce the bug import datasets try: datasets.load_dataset("pubmed_qa", "pqa_labeled") except Exception as e: print(e...
2022-03-04T09:42:32Z
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`pubmed_qa` checksum mismatch
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2022-03-04T09:42:32Z
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[ "Hi @jon-tow, thanks for reporting.\r\n\r\nThis issue was already reported and its root cause is a change in the Google Drive service. See:\r\n- #3786 \r\n\r\nWe have already fixed it. See:\r\n- #3787 \r\n\r\nWe are planning to make a patch release today.\r\n\r\nIn the meantime, you can get this fix by installing o...
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cc: @lhoestq
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Fix typo in doc build yml
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3819). All of your documentation changes will be reflected on that endpoint." ]
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**Is your feature request related to a problem? Please describe.** The methods `add_batch` and `add` from the `Metric` [class](https://github.com/huggingface/datasets/blob/1675ad6a958435b675a849eafa8a7f10fe0f43bc/src/datasets/metric.py) does not work with [SARI](https://github.com/huggingface/datasets/blob/master/metr...
2022-03-04T18:04:21Z
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2022-03-03T18:57:54Z
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Support for "sources" parameter in the add() and add_batch() methods in datasets.metric - SARI
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[ "Hi, thanks for reporting! We can add a `sources: datasets.Value(\"string\")` feature to the `Features` dict in the `SARI` script to fix this. Would you be interested in submitting a PR?", "Hi Mario,\r\n\r\nThanks for your message. I did try to add `sources` into the `Features` dict using a script for the metric:...
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In #3736 we introduced one method to generate examples when streaming, that is different from the one when not streaming. In this PR I propose a new implementation which is simpler: it only has one function, based on `iter_archive`. And you still have access to local audio files when loading the dataset in non-strea...
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[ "I think the script looks pretty clean and readable now! cool!\r\n" ]
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2022-03-03T16:42:15Z
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[ "<img src=\"https://www.bikevillastravel.com/cms/static/images/loading.gif\" alt=\"Girl in a jacket\" width=\"50\" >" ]
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The `DownloadManager.iter_archive` method currently returns an iterator - which is **empty** once you iter over it once. This means you can't pass the same archive iterator to several splits. To fix that, I changed the ouput of `DownloadManager.iter_archive` to be an iterable that you can iterate over several times...
2022-03-03T18:06:37Z
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This PR fixes an issue introduced by #3575 where `None` values stored in PyArrow arrays/structs would get ignored by `cast_storage` or by the `pa.array(cast_to_python_objects(..))` pattern. To fix the former, it also bumps the minimal PyArrow version to v5.0.0 to use the `mask` param in `pa.SturctArray`.
2022-03-03T16:37:44Z
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2022-03-03T16:37:43Z
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[ "Looks like I added my comments while you were editing - sorry about that" ]
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## Adding a Dataset - **Name:** MetaShift - **Description:** collection of 12,868 sets of natural images across 410 classes- - **Paper:** https://arxiv.org/abs/2202.06523v1 - **Data:** https://github.com/weixin-liang/metashift Instructions to add a new dataset can be found [here](https://github.com/huggingface/...
2022-04-10T13:39:59Z
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[ "I would like to take this up and give it a shot. Any image specific - dataset guidelines to keep in mind ? Thank you.", "#self-assign", "I've started working on adding this dataset. I require some inputs on the following : \r\n\r\nRef for the initial draft [here](https://github.com/dnaveenr/datasets/blob/add_m...
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# do not merge ## Hypothesis packing data into a single zip archive could allow us not to care about splitting data into several tar archives for efficient streaming which is annoying (since data creators usually host the data in a single tar) ## Data I host it [here](https://huggingface.co/datasets/polinaeter...
2022-03-03T14:55:34Z
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benchmark streaming speed with tar vs zip archives
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2022-03-03T14:55:33Z
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[ "I'm closing the PR since we're not going to merge it" ]
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Reflect changes from https://github.com/huggingface/transformers/pull/15891
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2022-03-03T10:45:54Z
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Note that there was a version update of the `xcopa` dataset: https://github.com/cambridgeltl/xcopa/releases We updated our loading script, but we did not bump a new version number: - #3254 This PR updates our loading script version from `1.0.0` to `1.1.0`.
2022-03-03T10:44:30Z
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Update version of xcopa dataset
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## Describe the bug Datasets hosted on Google Drive do not seem to work right now. Loading them fails with a checksum error. ## Steps to reproduce the bug ```python from datasets import load_dataset for dataset in ["head_qa", "yelp_review_full"]: try: load_dataset(dataset) except Exception as excep...
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[ "Hi @muelletm, thanks for reporting.\r\n\r\nThis issue was already reported and its root cause is a change in the Google Drive service. See:\r\n- #3786 \r\n\r\nWe have already fixed it. See:\r\n- #3787 \r\n\r\nUntil our next `datasets` library release, you can get this fix by installing our library from the GitHub ...
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## Describe the bug If you utilize a pre-processing function which is created using a factory pattern, the function hash changes on each run (even if the function is identical) and therefore the data will be reproduced each time. ## Steps to reproduce the bug ```python def preprocess_function_factory(augmenta...
2022-03-10T23:01:47Z
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[ "Ok - this is still an issue but I believe the root cause is different than I originally thought. I'm now able to get caching to work consistently with the above example as long as I fix the python hash seed `export PYTHONHASHSEED=1234`", "Hi! \r\n\r\nYes, our hasher should work with decorators. For instance, thi...
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## Describe the bug Loading the xcopa dataset doesn't work, it fails due to a mismatch in the checksum. ## Steps to reproduce the bug ```python from datasets import load_dataset dataset = load_dataset("xcopa", "it") ``` ## Expected results The dataset should be loaded correctly. ## Actual results Fails ...
2022-05-20T06:00:42Z
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[ "@albertvillanova here's a separate issue for a bug similar to #3792", "Hi @afcruzs-ms, thanks for opening this separate issue for your problem.\r\n\r\nThe root problem in the other issue (#3792) was a change in the service of Google Drive.\r\n\r\nBut in your case, the `xcopa` dataset is not hosted on Google Driv...
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This PR fixes the URL for Spanish data file. Previously, Spanish had the same URL as Vietnamese data file.
2022-03-03T08:38:17Z
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Fix Spanish data file URL in wiki_lingua dataset
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This was erroneously added in https://github.com/huggingface/datasets/commit/701f128de2594e8dc06c0b0427c0ba1e08be3054. This PR removes it.
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Remove decode: true for image feature in head_qa
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2022-03-07T12:13:35Z
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**Is your feature request related to a problem? Please describe.** The current [Text](https://github.com/huggingface/datasets/blob/207be676bffe9d164740a41a883af6125edef135/src/datasets/packaged_modules/text/text.py#L23) builder implementation splits texts with `splitlines()` which splits the text on several line bound...
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Text builder with custom separator line boundaries
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[ "Gently pinging @lhoestq", "Hi ! Interresting :)\r\n\r\nCould you give more details on what kind of separators you would like to use instead ?", "In my case, I just want to use `\\n` but not `U+2028`.", "Ok I see, maybe there can be a `sep` parameter to allow users to specify what line/paragraph separator the...
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This PR removes the following deprecated methos/params: * `Dataset.cast_`/`DatasetDict.cast_` * `Dataset.dictionary_encode_column_`/`DatasetDict.dictionary_encode_column_` * `Dataset.remove_columns_`/`DatasetDict.remove_columns_` * `Dataset.rename_columns_`/`DatasetDict.rename_columns_` * `prepare_module` * param...
2022-03-02T14:53:21Z
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Remove deprecated methods/params (preparation for v2.0)
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2022-03-02T14:53:21Z
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**FairLex: A Multilingual Benchmark for Evaluating Fairness in Legal Text Processing** We present a benchmark suite of four datasets for evaluating the fairness of pre-trained legal language models and the techniques used to fine-tune them for downstream tasks. Our benchmarks cover four jurisdictions (European Cou...
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Release of FairLex dataset
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[ "This is awesome ! The dataset card and the dataset script look amazing :)\r\n\r\nI wanted to ask you if you'd be interested to have this dataset under the namespace of you research group at https://huggingface.co/coastalcph ? If yes, then you can actually create a dataset repository under your research group name ...
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Currently the datasets in streaming mode and in non-streaming mode have two distinct API for `map` processing. In this PR I'm aligning the two by changing `map` in streamign mode. This includes a **major breaking change** and will require a major release of the library: **Datasets 2.0** In particular, `Dataset.ma...
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[Breaking] Align `map` when streaming: update instead of overwrite + add missing parameters
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[ "Right ! Will add it in another PR :)" ]
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Previous PR was in my fork so thought it'd be easier if I do it from a branch. Added computer vision task datasets according to HF tasks.
2022-03-04T07:15:55Z
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**Added datasets (TODO)**: - [x] MLS - [x] Covost2 - [x] Minds-14 - [x] Voxpopuli - [x] FLoRes (need data) **Metrics**: Done
2022-03-16T14:40:29Z
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[ "@lhoestq - if you could take a final review here this would be great (if you have 5min :-) ) ", "Don't think the failures are related but not 100% sure", "Yes the CI fail is unrelated - you can ignore it" ]
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Fix the error message in the CSV loader for `Pandas >= 1.4`. To fix this, I directly print the current file name in the for-loop. An alternative would be to use a check similar to this: ```python csv_file_reader.handle.handle if datasets.config.PANDAS_VERSION >= version.parse("1.4") else csv_file_reader.f ``` CC: @...
2022-02-28T18:51:39Z
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Fix error message in CSV loader for newer Pandas versions
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Description tags for webis-tldr-17 added.
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Reddit dataset card contribution
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This will speed up the loading of the datasets where the number of data files is large (can easily happen with `imagefoler`, for instance)
2022-02-28T17:03:46Z
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## Describe the bug after downloading the natural_questions dataset, can not flatten the dataset considering there are `long answer` and `short answer` in `annotations`. ## Steps to reproduce the bug ```python from datasets import load_dataset dataset = load_dataset('natural_questions',cache_dir = 'data/datase...
2022-03-21T14:36:12Z
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can not flatten natural_questions dataset
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[ "same issue. downgrade it to a lower version.", "Thanks for reporting, I'll take a look tomorrow :)" ]
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Mahalanobis distance is a very useful metric to measure the distance from one datapoint X to a distribution P. In this PR I implement the metric in a simple way with the help of numpy only. Similar to the [MAUVE implementation](https://github.com/huggingface/datasets/blob/master/metrics/mauve/mauve.py), we can mak...
2022-03-02T14:46:15Z
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Add Mahalanobis distance metric
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Removes the need to have a self-hosted runner for the dev documentation
2022-03-01T15:55:29Z
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Docs new UI actions no self hosted
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[ "It seems like the doc can't be compiled right now because of the following:\r\n\r\n```\r\nTraceback (most recent call last):\r\n File \"/usr/local/bin/doc-builder\", line 33, in <module>\r\n sys.exit(load_entry_point('doc-builder', 'console_scripts', 'doc-builder')())\r\n File \"/__w/datasets/datasets/doc-bui...
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## Dataset viewer issue for 'wiki_lingua*' **Link:** *link to the dataset viewer page* `data = datasets.load_dataset("wiki_lingua", name=language, split="train[:2000]") ` *short description of the issue* ``` [NonMatchingChecksumError: Checksums didn't match for dataset source files: ['https://drive.google.co...
2024-03-13T12:25:08Z
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[ "Same issue with `dataset = load_dataset(\"dbpedia_14\")`\r\n```\r\nNonMatchingChecksumError: Checksums didn't match for dataset source files:\r\n['https://drive.google.com/uc?export=download&id=0Bz8a_Dbh9QhbQ2Vic1kxMmZZQ1k']", "I think this is a side-effect of #3787. The checksums won't match because the URLs ha...
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As discussed in https://github.com/huggingface/datasets/pull/2830#issuecomment-1048989764, this PR adds a QOL improvement to easily reference the files inside a directory in `load_dataset` using the `data_dir` param (very handy for ImageFolder because it avoids globbing, but also useful for the other loaders). Addition...
2022-03-01T13:10:43Z
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Add `data_dir` to `data_files` resolution and misc improvements to HfFileSystem
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2022-03-01T13:10:42Z
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I added the three scripts: - build_dev_documentation.yml - build_documentation.yml - delete_dev_documentation.yml I got them from `transformers` and did a few changes: - I removed the `transformers`-specific dependencies - I changed all the paths to be "datasets" instead of "transformers" - I passed the `--lib...
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Add doc builder scripts
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[ "I think we're only missing the hosted runner to be configured for this repository and we should be good", "Regarding the self-hosted runner, I actually encourage using the approach defined here: https://github.com/huggingface/transformers/pull/15710, which doesn't leverage a self-hosted runner. This prevents que...
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This PR adds the URL field, so that we conform to proper attribution, required by their license: provide credit to the authors by including a hyperlink (where possible) or URL to the page or pages you are re-using. About the conversion from title to URL, I found that apart from replacing blanks with underscores, som...
2022-03-04T08:24:24Z
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Add URL and ID fields to Wikipedia dataset
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[ "Do you think we have a dedicated branch for all the changes we want to do to wikipedia ? Then once everything looks good + we have preprocessed the main languages, we can merge it on the `master` branch", "Yes, @lhoestq, I agree with you.\r\n\r\nI have just created the dedicated branch [`update-wikipedia`](https...
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## Describe the bug As reported by @thomasw21 and @lhoestq, a dataset containing only a data file whose name matches the pattern `*dev*` will be returned as VALIDATION split, even if this is not the desired behavior, e.g. a file named `datosdevision.jsonl.gz`.
2022-02-28T11:22:22Z
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2022-02-25T12:11:39Z
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[ "I see two options:\r\n1. drop the \"dev\" keyword since it can be considered too generic\r\n2. improve the pattern to something more reasonable, e.g. asking for a separator before and after \"dev\"\r\n```python\r\n[\"*[ ._-]dev[ ._-]*\", \"dev[ ._-]*\"]\r\n```\r\n\r\nI think 2. is nice. If we agree on this one we ...
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This PR fixes, in the datasets library instead of in every specific dataset, the issue of downloading the Virus scan warning page instead of the actual data file for Google Drive URLs. Fix #3786, fix #3784.
2022-03-04T20:43:32Z
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2022-02-25T11:56:35Z
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[ "Thanks for this @albertvillanova!", "Once this PR merged into master and until our next `datasets` library release, you can get this fix by installing our library from the GitHub master branch:\r\n```shell\r\npip install git+https://github.com/huggingface/datasets#egg=datasets\r\n```\r\nThen, if you had previous...
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## Describe the bug Recently, some issues were reported with URLs from Google Drive, where we were downloading the Virus scan warning page instead of the data file itself. See: - #3758 - #3773 - #3784
2022-03-03T09:25:59Z
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[ "Once the PR merged into master and until our next `datasets` library release, you can get this fix by installing our library from the GitHub master branch:\r\n```shell\r\npip install git+https://github.com/huggingface/datasets#egg=datasets\r\n```\r\nThen, if you had previously tried to load the data and got the ch...
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This commit fixes the issue described in #3784. By adding an extra parameter to the end of Google Drive links, we are able to bypass the virus check and download the datasets. So, if the original link looked like https://drive.google.com/uc?export=download&id=0BwmD_VLjROrfTHk4NFg2SndKcjQ The new link now looks li...
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Fix: Bypass Virus Checks in Google Drive Links (CNN-DM dataset)
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2022-03-03T14:03:37Z
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[ "Thank you, @albertvillanova!", "Got it. Thanks for explaining this, @albertvillanova!\r\n\r\n> On the other hand, the tests are not passing because the dummy data should also be fixed. Once done, this PR will be able to be merged into master.\r\n\r\nWill do this 👍", "Hi ! I think we need to fix the issue for ...
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## Describe the bug I am unable to download the CNN-Dailymail dataset. Upon closer investigation, I realised why this was happening: - The dataset sits in Google Drive, and both the CNN and DM datasets are large. - Google is unable to scan the folder for viruses, **so the link which would originally download the dat...
2022-03-03T14:05:17Z
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Unable to Download CNN-Dailymail Dataset
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[ "#self-assign", "@AngadSethi thanks for reporting and thanks for your PR!", "Glad to help @albertvillanova! Just fine-tuning the PR, will comment once I am able to get it up and running 😀", "Fixed by:\r\n- #3787" ]
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[ "@mariosasko it was indeed while reading that PR, that I remembered this change I wanted to do long ago... 😉" ]
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## 1. Case ``` dataset.map( batched=True, disable_nullable=True, ) ``` will get the following error at here https://github.com/huggingface/datasets/blob/c9967f55626931f8059dc416526c791444cdfdf7/src/datasets/arrow_writer.py#L516 `pyarrow.lib.ArrowInvalid: Tried to write record batch with different schema` ...
2022-03-03T14:54:39Z
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2022-03-03T14:54:39Z
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[ "Hi ! Thanks for reporting, indeed `disable_nullable` doesn't seem to be supported in this case. Maybe at one point we can have `disable_nullable` as a parameter of certain feature types" ]
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The changes proposed are based on the "TL;DR: Mining Reddit to Learn Automatic Summarization" paper & https://zenodo.org/record/1043504#.YhaKHpbQC38 It is a Reddit dataset indeed, but the name given to the dataset by the authors is Webis-TLDR-17 (corpus), so perhaps it should be modified as well. The task at which t...
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Reddit dataset card additions
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2022-02-28T11:21:14Z
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[ "Hello! I added the tags and created a PR. Just to note, regarding the paperswithcode_id tag, that currently has the value \"reddit\"; the dataset described as reddit in paperswithcode is https://paperswithcode.com/dataset/reddit and it isn't the Webis-tldr-17. I could not find Webis-tldr-17 in paperswithcode neith...
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Add ElkarHizketak v1.0 dataset
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[ "I also filled some missing sections in the dataset card" ]
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Fix #3778.
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Update manual download URL in newsroom dataset
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Hello, I tried to download the **newsroom** dataset but it didn't work out for me. it said me to **download it manually**! For manually, Link is also didn't work! It is sawing some ad or something! If anybody has solved this issue please help me out or if somebody has this dataset please share your google driv...
2022-02-23T17:05:04Z
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Not be able to download dataset - "Newsroom"
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2022-02-23T13:26:40Z
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[ "Hi @Darshan2104, thanks for reporting.\r\n\r\nPlease note that at Hugging Face we do not host the data of this dataset, but just a loading script pointing to the host of the data owners.\r\n\r\nApparently the data owners changed their data host server. After googling it, I found their new website at: https://lil.n...
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I updated the source code and the documentation to start removing the "canonical datasets" logic. Indeed this makes the documentation confusing and we don't want this distinction anymore in the future. Ideally users should share their datasets on the Hub directly. ### Changes - the documentation about dataset ...
2022-02-24T15:04:37Z
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[ "I'm not sure if the documentation explains why the dataset identifiers might have a namespace or not (the user/org): 'glue' vs 'severo/glue'. Do you think we should explain it, and relate it to the GitHub/Hub distinction?", "> I'm not sure if the documentation explains why the dataset identifiers might have a na...
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**Is your feature request related to a problem? Please describe.** The Wikipedia dataset can be really big. This is a problem if you want to use it locally in a laptop with the Apache Beam `DirectRunner`. Even if your laptop have a considerable amount of memory (e.g. 32gb). **Describe the solution you'd like** I...
2022-02-22T14:50:02Z
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2022-02-22T13:46:41Z
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Allow download only some files from the Wikipedia dataset
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[ "Hi @jvanz, thank you for your proposal.\r\n\r\nIn fact, we are aware that it is very common the problem you mention. Because of that, we are currently working in implementing a new version of wikipedia on the Hub, with all data preprocessed (no need to use Apache Beam), from where you will be able to use `data_fil...
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Reported on the forum: https://discuss.huggingface.co/t/error-loading-dataset/14999
2022-02-28T11:35:24Z
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2022-02-28T11:35:24Z
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[ "I think it actually comes from an issue here:\r\n\r\nhttps://github.com/huggingface/datasets/blob/810b12f763f5cf02f2e43565b8890d278b7398cd/src/datasets/utils/file_utils.py#L575-L579\r\n\r\nand \r\n\r\nhttps://github.com/huggingface/datasets/blob/810b12f763f5cf02f2e43565b8890d278b7398cd/src/datasets/utils/streaming...
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Fix #3773.
2022-02-22T12:38:45Z
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Fix reddit_tifu data URL
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## Describe the bug A checksum occurs when downloading the reddit_tifu data (both long & short). ## Steps to reproduce the bug reddit_tifu_dataset = load_dataset('reddit_tifu', 'long') ## Expected results The expected result is for the dataset to be downloaded and cached locally. ## Actual results File "...
2022-02-25T19:27:49Z
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Checksum mismatch for the reddit_tifu dataset
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2022-02-22T12:38:44Z
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[ "Thanks for reporting, @anna-kay. We are fixing it.", "@albertvillanova Thank you for the fast response! However I am still getting the same error:\r\n\r\nDownloading: 2.23kB [00:00, ?B/s]\r\nTraceback (most recent call last):\r\n File \"C:\\Users\\Anna\\PycharmProjects\\summarization\\main.py\", line 17, in <mo...
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Fix: dataset name is stored in keys
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2022-02-22T11:08:33Z
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Fix #3770.
2022-02-22T08:12:40Z
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Fix DuplicatedKeysError on msr_sqa dataset
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### Describe the bug Failure to generate dataset msr_sqa because of duplicate keys. ### Steps to reproduce the bug ``` from datasets import load_dataset load_dataset("msr_sqa") ``` ### Expected results The examples keys should be unique. **Actual results** ``` >>> load_dataset("msr_sqa") Downloading: 6...
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[ "Thanks for reporting, @kolk.\r\n\r\nWe are fixing it. " ]
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## Describe the bug assigning the resulted dataset to original dataset causes lost of the faiss index ## Steps to reproduce the bug `my_dataset` is a regular loaded dataset. It's a part of a customed dataset structure ```python self.dataset.add_faiss_index('embeddings') self.dataset.list_indexes() # ['embeddin...
2022-06-27T14:56:29Z
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2022-02-21T21:59:23Z
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[ "Hi ! Indeed `map` is dropping the index right now, because one can create a dataset with more or fewer rows using `map` (and therefore the index might not be relevant anymore)\r\n\r\nI guess we could check the resulting dataset length, and if the user hasn't changed the dataset size we could keep the index, what d...
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2022-02-22T09:13:02Z
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A fix + expose a new method, following https://github.com/huggingface/datasets/pull/3670
2022-02-22T08:35:03Z
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Expose method and fix param
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2022-02-22T08:35:02Z
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Fix #3758.
2022-02-21T14:39:20Z
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2022-02-21T13:52:50Z
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Fix head_qa data URL
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2022-02-21T14:39:19Z
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This PR updates the URL for the tagging app to be the one on Spaces.
2022-02-20T20:36:10Z
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Update URL for tagging app
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2022-02-20T20:36:06Z
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[ "Oh, this URL shouldn't be updated to the tagging app as it's actually used for creating the README - closing this." ]
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## Dataset viewer issue for '*name of the dataset*' **Link:** *link to the dataset viewer page* *short description of the issue* Am I the one who added this dataset ? Yes-No
2022-02-21T08:55:58Z
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!
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## Describe the bug The dataset `20200501.pt` is broken. The available datasets: https://dumps.wikimedia.org/ptwiki/ ## Steps to reproduce the bug ```python from datasets import load_dataset dataset = load_dataset("wikipedia", "20200501.pt", beam_runner='DirectRunner') ``` ## Expected results I expect t...
2022-02-21T12:06:12Z
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2022-02-20T18:34:58Z
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It's not possible download `20200501.pt` dataset
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2022-02-21T09:25:06Z
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[ "Hi @jvanz, thanks for reporting.\r\n\r\nPlease note that Wikimedia website does not longer host Wikipedia dumps for so old dates.\r\n\r\nFor a list of accessible dump dates of `pt` Wikipedia, please see: https://dumps.wikimedia.org/ptwiki/\r\n\r\nYou can load for example `20220220` `pt` Wikipedia:\r\n```python\r\n...
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I can make a PR, just wanted approval before starting. **Is your feature request related to a problem? Please describe.** It is often the case that classes are not ordered in alphabetical order. Current `class_encode_column` sort the classes before indexing. https://github.com/huggingface/datasets/blob/master/sr...
2022-02-21T12:16:35Z
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2022-02-19T21:21:45Z
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`Dataset.class_encode` should support custom class names
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CONTRIBUTOR
2022-02-21T12:16:35Z
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[ "Hi @Dref360, thanks a lot for your proposal.\r\n\r\nIt totally makes sense to have more flexibility when class encoding, I agree.\r\n\r\nYou could even further customize the class encoding by passing an instance of `ClassLabel` itself (instead of replicating `ClassLabel` instantiation arguments as `Dataset.class_e...
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