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https://api.github.com/repos/huggingface/datasets/issues/5416
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Fix RuntimeError: Sharding is ambiguous for this dataset
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[ "_The documentation is not available anymore as the PR was closed or merged._", "By the way, do we know how many datasets are impacted by this issue?\r\n\r\nMaybe we should do a patch release with this fix.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated be...
2023-01-10T08:43:19Z
2023-01-18T17:12:17Z
2023-01-18T14:09:02Z
MEMBER
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This PR fixes the RuntimeError: Sharding is ambiguous for this dataset. The error for ambiguous sharding will be raised only if num_proc > 1. Fix #5415, fix #5414. Fix https://huggingface.co/datasets/ami/discussions/3.
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6,213
Better list array values handling in cast/embed storage
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
2023-09-04T16:21:23Z
2023-10-05T15:25:05Z
2023-10-05T15:24:34Z
CONTRIBUTOR
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Use [`array.flatten`](https://arrow.apache.org/docs/python/generated/pyarrow.ListArray.html#pyarrow.ListArray.flatten) that takes `.offset` into account instead of `array.values` in array cast/embed.
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Update setup.py
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[ "Before addressing this PR, we should be sure about the issue. See my comment in:\r\n- https://github.com/huggingface/datasets/issues/4961#issuecomment-1243376247", "Once we know 2022.8.2 works, I'm closing this PR, as the corresponding issue." ]
2022-09-09T17:57:56Z
2022-09-12T14:33:04Z
2022-09-12T14:33:04Z
NONE
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exclude broken version of fsspec. See the [related issue](https://github.com/huggingface/datasets/issues/4961)
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AutoSharding IterableDataset's when num_workers > 1
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[ "For this to be possible, we would have to switch from the \"Streaming\" Arrow format to the \"Random Access\" (IPC/Feather) format, which allows reading arbitrary record batches (explained [here](https://arrow.apache.org/docs/python/ipc.html)). We could then use these batches to construct shards.\r\n\r\n@lhoestq @...
2023-06-23T14:34:20Z
2023-12-08T09:04:04Z
null
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### Feature request Minimal Example ``` import torch from datasets import IterableDataset d = IterableDataset.from_file(<file_name>) dl = torch.utils.data.dataloader.DataLoader(d,num_workers=3) for sample in dl: print(sample) ``` Warning: Too many dataloader workers: 2 (max is dataset.n_shard...
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wrong length with datasets
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[ "Also, I cannot first convert it to torch format, since huggingface seq2seq_trainer codes process the datasets afterwards during datacollector function to make it optimize for TPUs. ", "sorry I misunderstood length of dataset with dataloader, closed. thanks " ]
2020-11-30T12:23:39Z
2020-11-30T12:37:27Z
2020-11-30T12:37:26Z
CONTRIBUTOR
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Hi I have a MRPC dataset which I convert it to seq2seq format, then this is of this format: `Dataset(features: {'src_texts': Value(dtype='string', id=None), 'tgt_texts': Value(dtype='string', id=None)}, num_rows: 10) ` I feed it to a dataloader: ``` dataloader = DataLoader( train_dataset, ...
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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...
2022-02-04T10:49:06Z
2022-02-22T11:08:07Z
2022-02-22T11:08:07Z
NONE
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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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add AJGT dataset
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2020-12-03T22:16:31Z
2020-12-04T09:55:15Z
2020-12-04T09:55:15Z
CONTRIBUTOR
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Arabic Jordanian General Tweets.
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Handling unlabeled datasets
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[ "Hi @nelson-liu,\r\n\r\nYou can pass the parameter `features` to `load_dataset`: https://huggingface.co/docs/datasets/_modules/datasets/load.html#load_dataset\r\n\r\nIf you look at the code of the MNLI script you referred in your question (https://github.com/huggingface/datasets/blob/master/datasets/multi_nli/multi...
2021-06-25T04:32:23Z
2021-06-25T21:07:57Z
2021-06-25T21:07:56Z
NONE
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Hi! Is there a way for datasets to produce unlabeled instances (e.g., the `ClassLabel` can be nullable). For example, I want to use the MNLI dataset reader ( https://github.com/huggingface/datasets/blob/master/datasets/multi_nli/multi_nli.py ) on a file that doesn't have the `gold_label` field. I tried setting `"...
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2022-11-25T15:21:32Z
2022-11-29T08:21:25Z
2022-11-29T08:21:25Z
MEMBER
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Currently, `xopen` function has a bug with local Windows pathnames: From its implementation: ```python def xopen(file: str, mode="r", *args, **kwargs): file = _as_posix(PurePath(file)) main_hop, *rest_hops = file.split("::") if is_local_path(main_hop): return open(file, mode, *args, **kwarg...
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Fix iterable interface expected by numpy
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[ "It's been fixed in this commit: https://github.com/huggingface/datasets/commit/549110e08238b3716a5904667095fb003acda54e\r\n\r\nBasically #2246 broke querying an index with a simple iterable.\r\nWith the fix, it's again possible to use iterables and we can keep RandIter as it is.\r\n\r\nClosing since the fix is alr...
2021-04-27T14:35:56Z
2021-04-28T17:39:27Z
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Numpy expects the old iterable interface with `__getitem__` instead of `__iter__`.
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1,598
made suggested changes in fake-news-english
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2020-12-17T20:06:29Z
2020-12-18T09:43:58Z
2020-12-18T09:43:57Z
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2,805
Fix streaming zip files from canonical datasets
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2021-08-16T07:11:40Z
2021-08-16T10:34:00Z
2021-08-16T10:34:00Z
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Previous PR #2798 fixed streaming remote zip files when passing the parameter `data_files`. However, that broke streaming zip files used in canonical `datasets` scripts, which normally have a subsequent `join()` (patched with `xjoin()`) after the `StreamingDownloadManager.download_and_extract()` is called. This P...
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Add Neural Code Search Dataset
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[ "@lhoestq Refactored into new branch, please review :) ", "The `RemoteDatasetTest ` errors in the CI are fixed on master so it's fine", "merging since the CI is fixed on master" ]
2020-12-09T16:52:16Z
2020-12-09T18:02:27Z
2020-12-09T18:02:27Z
CONTRIBUTOR
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1,727,372,549
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5,903
Relax `ci.yml` trigger for `pull_request` based on modified paths
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[ "Also this could be extended to the rest of the GitHub Action `yml` files, so let me know whether you want me to have a look into it! 🤗", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5903). All of your documentation changes will be reflected on that endpoint.", "Maybe ...
2023-05-26T10:46:52Z
2023-09-07T15:52:36Z
null
CONTRIBUTOR
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## What's in this PR? As of a previous PR at #5902, I've seen that the CI was automatically trigger on any file, in that case when modifying a Jupyter Notebook (.ipynb), which IMO could be skipped, as the modification on the Jupyter Notebook has no effect/impact on the `ci.yml` outcome. So this PR controls the paths...
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324
Error when calculating glue score
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[ "The glue metric for cola is a metric for classification. It expects label ids as integers as inputs.", "I want to evaluate a sentence pair whether they are semantically equivalent, so I used MRPC and it gives the same error, does that mean we have to encode the sentences and parse as input?\r\n\r\nusing BertToke...
2020-06-29T16:53:48Z
2020-07-09T09:13:34Z
2020-07-09T09:13:34Z
NONE
null
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I was trying glue score along with other metrics here. But glue gives me this error; ``` import nlp glue_metric = nlp.load_metric('glue',name="cola") glue_score = glue_metric.compute(predictions, references) ``` ``` --------------------------------------------------------------------------- --------------...
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Fix Hub repos update when there's a new release
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2022-01-25T14:39:45Z
2022-01-25T14:55:46Z
2022-01-25T14:55:46Z
MEMBER
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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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Add europeana newspapers
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2020-12-01T10:52:18Z
2020-12-02T09:42:35Z
2020-12-02T09:42:09Z
CONTRIBUTOR
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This PR adds the [Europeana newspapers](https://github.com/EuropeanaNewspapers/ner-corpora) dataset.
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Error loading MP3 files from CommonVoice
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[ "Hi @kradonneoh, thanks for reporting.\r\n\r\nPlease note that to work with audio datasets (and specifically with MP3 files) we have detailed installation instructions in our docs: https://huggingface.co/docs/datasets/installation#audio\r\n- one of the requirements is torchaudio<0.12.0\r\n\r\nLet us know if the pro...
2023-01-31T21:25:33Z
2023-03-02T16:25:14Z
2023-03-02T16:25:13Z
NONE
null
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### Describe the bug When loading a CommonVoice dataset with `datasets==2.9.0` and `torchaudio>=0.12.0`, I get an error reading the audio arrays: ```python --------------------------------------------------------------------------- LibsndfileError Traceback (most recent call last) ~/.l...
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Load Image Classification Dataset from Local
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[ "Hi ! Is this folder structure a standard, a bit like imagenet ?\r\nIn this case maybe we can consider having a dataset loader for cifar-like, imagenet-like, squad-like, conll-like etc. datasets ?\r\n```python\r\nfrom datasets import load_dataset\r\n\r\nmy_custom_cifar = load_dataset(\"cifar_like\", data_dir=\"path...
2021-06-15T22:43:33Z
2022-03-01T16:29:44Z
2022-03-01T16:29:44Z
NONE
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**Is your feature request related to a problem? Please describe.** Yes - we would like to load an image classification dataset with datasets without having to write a custom data loader. **Describe the solution you'd like** Given a folder structure with images of each class in each folder, the ability to load th...
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Add hausa ner corpus
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2020-12-08T22:25:04Z
2020-12-08T23:11:55Z
2020-12-08T23:11:55Z
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Added Hausa VOA NER data
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Incorrect example code in 'Create a dataset' docs
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[ "This was fixed in https://github.com/huggingface/datasets/pull/6247. You can find the fix in the `main` version of the docs", "Ah great, thanks :)" ]
2023-10-24T11:01:21Z
2023-10-25T13:05:21Z
2023-10-25T13:05:21Z
NONE
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### Describe the bug On [this](https://huggingface.co/docs/datasets/create_dataset) page, the example code for loading in images and audio is incorrect. Currently, examples are: ``` python from datasets import ImageFolder dataset = load_dataset("imagefolder", data_dir="/path/to/pokemon") ``` and ``` python...
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fix: 🐛 pass the token to get the list of config names
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-12-05T16:06:09Z
2022-12-06T08:25:17Z
2022-12-06T08:22:49Z
CONTRIBUTOR
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Otherwise, get_dataset_infos doesn't work on gated or private datasets, even with the correct token.
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OSCAR from Inria group
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[ "PR is already open here : #348 \r\nThe only thing remaining is to compute the metadata of each subdataset (one per language + shuffled/unshuffled).\r\nAs soon as #863 is merged we can start computing them. This will take a bit of time though", "Grand, thanks for this!" ]
2020-11-18T14:40:54Z
2020-11-18T15:01:30Z
2020-11-18T15:01:30Z
NONE
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## Adding a Dataset - **Name:** *OSCAR* (Open Super-large Crawled ALMAnaCH coRpus), multilingual parsing of Common Crawl (separate crawls for many different languages), [here](https://oscar-corpus.com/). - **Description:** *OSCAR or Open Super-large Crawled ALMAnaCH coRpus is a huge multilingual corpus obtained by la...
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arXiv dataset added
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2020-12-08T11:08:28Z
2020-12-08T14:02:13Z
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`to_pandas` doesn't take into account format.
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[ "Thanks for opening a discussion :)\r\n\r\nNote that you can use `.remove_columns(...)` to keep only the ones you're interested in before calling `.to_pandas()`", "Yes I can do that thank you!\r\n\r\nDo you think that conceptually my example should work? If not, I'm happy to close this issue. \r\n\r\nIf yes, I ca...
2022-06-10T20:25:31Z
2022-06-15T17:41:41Z
2022-06-15T17:41:41Z
CONTRIBUTOR
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**Is your feature request related to a problem? Please describe.** I have a large dataset that I need to convert part of to pandas to do some further analysis. Calling `to_pandas` directly on it is expensive. So I thought I could simply select the columns that I want and then call `to_pandas`. **Describe the solu...
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Dataset slice splits can't load training and validation at the same time
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[ "The expression \"train+test\" concatenates the splits.\r\n\r\nThe individual splits as separate datasets can be obtained as follows:\r\n```python\r\ntrain_ds, test_ds = load_dataset(\"<dataset_name>\", split=[\"train\", \"test\"])\r\ntrain_10pct_ds, test_10pct_ds = load_dataset(\"<dataset_name>\", split=[\"train[:...
2023-10-19T16:09:22Z
2023-11-30T16:21:15Z
2023-11-30T16:21:15Z
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### Describe the bug According to the [documentation](https://huggingface.co/docs/datasets/v2.14.5/loading#slice-splits) is should be possible to run the following command: `train_test_ds = datasets.load_dataset("bookcorpus", split="train+test")` to load the train and test sets from the dataset. However ex...
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Downloading “reddit” dataset keeps timing out.
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[ "```\r\nUsing custom data configuration default\r\nDownloading and preparing dataset reddit/default (download: 2.93 GiB, generated: 17.64 GiB, post-processed: Unknown size, total: 20.57 GiB) to /Volumes/My Passport for Mac/og-chat-data/reddit/default/1.0.0/98ba5abea674d3178f7588aa6518a5510dc0c6fa8176d9653a3546d5afc...
2021-08-20T02:52:36Z
2021-09-08T14:52:02Z
2021-09-08T14:52:02Z
NONE
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## Describe the bug A clear and concise description of what the bug is. Everytime I try and download the reddit dataset it times out before finishing and I have to try again. There is some timeout error that I will post once it happens again. ## Steps to reproduce the bug ```python from datasets import load_d...
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[ "can you also run `make style` to format the code ?", "I'll come back to this one in sometime :) @lhoestq ", "Also if you would use `xml.etree.ElementTree` to parse the XML it would be awesome, because right now you're using an external dependency `xmltodict `", "> Also if you would use xml.etree.ElementTree ...
2020-12-07T09:57:15Z
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Addition of google drive links to dl_manager
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[ "I think the problem is the way you wrote your urls. Try the following structure to see `https://drive.google.com/uc?export=download&id=your_file_id` . \r\n\r\n@lhoestq ", "Oh sorry, I think `_get_drive_url` is doing that. \r\n\r\nHave you tried to use `dl_manager.download_and_extract(_get_drive_url(_TRAIN_URL)`...
2020-07-20T14:52:02Z
2020-07-20T15:39:32Z
2020-07-20T15:39:32Z
CONTRIBUTOR
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Hello there, I followed the template to create a download script of my own, which works fine for me, although I had to shun the dl_manager because it was downloading nothing from the drive links and instead use gdown. This is the script for me: ```python class EmoConfig(nlp.BuilderConfig): """BuilderConfig ...
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Support streaming hendrycks_test dataset.
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This PR: - supports streaming - fixes the description section of the dataset card
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Change audio column from string path to Audio feature in ASR task
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2022-03-23T14:34:52Z
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Will fix #3990
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2020-12-13T21:59:02Z
2020-12-23T11:20:40Z
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UPDATE2 (3797ce5): Updated for multi-configs UPDATE (7018082): manually created the dummy_datasets. All tests were cleared locally. Pushed it to origin/master DRAFT VERSION (57fdb20): (_no longer draft_) Uploaded the air_dialogue database. dummy_data creation was failing in local, since the original download...
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3,152
Fix some typos in the documentation
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2021-10-23T01:38:35Z
2021-10-25T14:27:36Z
2021-10-25T14:03:48Z
CONTRIBUTOR
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Update builder hash with info
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6487). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "Closing this one in favor of https://github.com/huggingface/datasets/pull/6458/commits/...
2023-12-11T11:09:16Z
2023-12-11T11:41:34Z
2023-12-11T11:41:34Z
MEMBER
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Currently if you change the `dataset_info` of a dataset (e.g. in the YAML part of the README.md), the cache ignores this change. This is problematic because you want to regenerate a dataset if you change the features or the split sizes for example (e.g. after push_to_hub) Ideally we should take the resolved files...
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CI ZeroDivisionError
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2023-04-26T14:55:23Z
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Sometimes when running our CI on Windows, we get a ZeroDivisionError: ``` FAILED tests/test_metric_common.py::LocalMetricTest::test_load_metric_frugalscore - ZeroDivisionError: float division by zero ``` See for example: - https://github.com/huggingface/datasets/actions/runs/4809358266/jobs/8560513110 - https:/...
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[ArrowWriter] Set schema at first write example
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[ "Good point!\r\n\r\nI guess we could add this to `write_batch` as well (before using `self._schema` in the first line of this method)?" ]
2020-05-26T21:59:48Z
2020-05-27T09:07:54Z
2020-05-27T09:07:53Z
MEMBER
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Right now if the schema was not specified when instantiating `ArrowWriter`, then it could be set with the first `write_table` for example (it calls `self._build_writer()` to do so). I noticed that it was not done if the first example is added via `.write`, so I added it for coherence.
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2,927
Datasets 1.12 dataset.filter TypeError: get_indices_from_mask_function() got an unexpected keyword argument
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[ "Thanks for reporting, I'm looking into it :)", "Fixed by #2950." ]
2021-09-16T01:14:02Z
2021-09-20T16:23:22Z
2021-09-20T16:23:21Z
NONE
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## Describe the bug Upgrading to 1.12 caused `dataset.filter` call to fail with > get_indices_from_mask_function() got an unexpected keyword argument valid_rel_labels ## Steps to reproduce the bug ```pythondef filter_good_rows( ex: Dict, valid_rel_labels: Set[str], valid_ner_labels: Set[st...
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808
dataset(dgs): initial dataset loading script
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[ "Hi @AmitMY, \r\n\r\nWere you able to figure this out?", "I did not.\r\nWith all the limitations this repo currently has, I had to create a repo of my own using tfds to mitigate them. \r\nhttps://github.com/sign-language-processing/datasets/tree/master/sign_language_datasets/datasets/dgs_corpus\r\n\r\nClosing as ...
2020-11-06T10:14:43Z
2021-03-23T06:18:55Z
2021-03-23T06:18:55Z
CONTRIBUTOR
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When trying to create dummy data I get: > Dataset datasets with config None seems to already open files in the method `_split_generators(...)`. You might consider to instead only open files in the method `_generate_examples(...)` instead. If this is not possible the dummy data has t o be created with less guidance. ...
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[dataset request] Add Common Voice 12.0
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[ "@polinaeterna any tentative date on when the Common Voice 12.0 dataset will be added ?", "This dataset is now hosted on the Hub here: https://huggingface.co/datasets/mozilla-foundation/common_voice_12_0" ]
2023-01-18T13:07:05Z
2023-07-21T14:26:10Z
2023-07-21T14:26:09Z
NONE
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### Feature request Please add the common voice 12_0 datasets. Apart from English, a significant amount of audio-data has been added to the other minor-language datasets. ### Motivation The dataset link: https://commonvoice.mozilla.org/en/datasets
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[CI] seqeval installation fails sometimes on python 3.6
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2022-06-22T16:35:23Z
2022-06-23T10:13:44Z
2022-06-23T10:13:44Z
MEMBER
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The CI sometimes fails to install seqeval, which cause the `seqeval` metric tests to fail. The installation fails because of this error: ``` Collecting seqeval Downloading seqeval-1.2.2.tar.gz (43 kB) |███████▌ | 10 kB 42.1 MB/s eta 0:00:01 |███████████████ ...
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Fix conda command in readme
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[ "ah didn't read well - it's all good", "or maybe it isn't ? `-c huggingface -c conda-forge` installs from HF or from conda-forge ?", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | ...
2023-01-26T10:03:01Z
2023-09-24T10:06:59Z
2023-01-26T18:29:37Z
MEMBER
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The [conda forge channel](https://anaconda.org/conda-forge/datasets) is lagging behind (as of right now, only 2.7.1 is available), we should recommend using the [Hugging face channel](https://anaconda.org/HuggingFace/datasets) that we are maintaining ``` conda install -c huggingface datasets ```
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to_iterable_dataset is missing in document
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[ "Fixed with PR" ]
2023-08-09T15:15:03Z
2023-08-16T04:43:36Z
2023-08-16T04:43:29Z
CONTRIBUTOR
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### Describe the bug to_iterable_dataset is missing in document ### Steps to reproduce the bug to_iterable_dataset is missing in document ### Expected behavior document enhancement ### Environment info unrelated
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imdb dataset cannot be downloaded
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[ "Hi @rabeehk , I am unable to reproduce your problem locally.\r\nCan you try emptying the cache (removing the content of `/idiap/temp/rkarimi/cache_home_1/datasets`) and retry ?", "Hi,\r\nthanks, I did remove the cache and still the same error here\r\n\r\n```\r\n>>> a = datasets.load_dataset(\"imdb\", split=\"tra...
2020-12-08T10:47:36Z
2020-12-24T17:38:09Z
2020-12-24T17:38:09Z
CONTRIBUTOR
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hi please find error below getting imdb train spli: thanks ` datasets.load_dataset>>> datasets.load_dataset("imdb", split="train")` errors ``` cahce dir /idiap/temp/rkarimi/cache_home_1/datasets cahce dir /idiap/temp/rkarimi/cache_home_1/datasets Downloading and preparing dataset imdb/plain_text (d...
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995,814,222
I_kwDODunzps47WutO
2,904
FORCE_REDOWNLOAD does not work
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[ "Hi ! Thanks for reporting. The error seems to happen only if you use compressed files.\r\n\r\nThe second dataset is prepared in another dataset cache directory than the first - which is normal, since the source file is different. However, it doesn't uncompress the new data file because it finds the old uncompresse...
2021-09-14T09:45:26Z
2021-10-06T09:37:19Z
null
NONE
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## Describe the bug With GenerateMode.FORCE_REDOWNLOAD, the documentation says +------------------------------------+-----------+---------+ | | Downloads | Dataset | +====================================+===========+=========+ | `REUSE_DATASET_IF_EXISTS` (default...
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1,350,589,813
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4,891
Fix missing tags in dataset cards
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2022-08-25T09:14:17Z
2022-09-22T14:39:02Z
2022-08-25T13:43:34Z
MEMBER
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Fix missing tags in dataset cards: - aslg_pc12 - librispeech_lm - mwsc - opus100 - qasc - quail - squadshifts - winograd_wsc This PR partially fixes the missing tags in dataset cards. Subsequent PRs will follow to complete this task. Related to: - #4833
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1,888
Docs for adding new column on formatted dataset
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[ "Close #1872" ]
2021-02-16T11:45:00Z
2021-03-30T14:01:03Z
2021-02-16T11:58:57Z
MEMBER
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As mentioned in #1872 we should add in the documentation how the format gets updated when new columns are added Close #1872
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1,697
Update DialogRE DatasetCard
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[ "Same as #1698, can you add a task tag for dialogue-modeling (under sequence-modeling) :) ?" ]
2021-01-07T08:22:33Z
2021-01-07T13:34:28Z
2021-01-07T13:34:28Z
CONTRIBUTOR
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Update the information in the dataset card for the Dialog RE dataset.
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`load_dataset(...,save_infos=True)` not working without loading script
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[ "Also, once the README.md exists in the python environment it is used when loading another dataset in the same format (e.g. json) since it always resolves the path to the same directory.\r\nThe consequence here is any other dataset won't load because of infos mismatch.\r\nTo reproduce this aspect:\r\n1. Do a `load_...
2023-12-12T08:09:18Z
2023-12-12T08:36:22Z
null
NONE
null
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### Describe the bug It seems that saving a dataset infos back into the card file is not working for datasets without a loading script. After tracking the problem a bit it looks like saving the infos uses `Builder.get_imported_module_dir()` as its destination directory. Internally this is a call to `inspect.getfil...
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https://api.github.com/repos/huggingface/datasets/issues/2761
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2,761
Error loading C4 realnewslike dataset
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[ "Hi @danshirron, \r\n`c4` was updated few days back by @lhoestq. The new configs are `['en', 'en.noclean', 'en.realnewslike', 'en.webtextlike'].` You'll need to remove any older version of this dataset you previously downloaded and then run `load_dataset` again with new configuration.", "@bhavitvyamalik @lhoestq ...
2021-08-05T08:16:58Z
2021-08-08T19:44:34Z
2021-08-08T19:44:34Z
NONE
null
null
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## Describe the bug Error loading C4 realnewslike dataset. Validation part mismatch ## Steps to reproduce the bug ```python raw_datasets = load_dataset('c4', 'realnewslike', cache_dir=model_args.cache_dir) ## Expected results success on data loading ## Actual results Downloading: 100%|███████████████████████...
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3,839
CI is broken for Windows
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2022-03-07T10:06:42Z
2022-05-20T14:13:43Z
2022-03-07T10:07:24Z
MEMBER
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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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734
Fix GLUE metric description
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2020-10-14T20:44:14Z
2020-10-15T09:27:43Z
2020-10-15T09:27:42Z
CONTRIBUTOR
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Small typo: the description says translation instead of prediction.
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Fix OPUS dataset download errors
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2021-02-18T07:39:41Z
2021-02-18T15:07:20Z
2021-02-18T09:39:21Z
CONTRIBUTOR
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Replace http to https. https://github.com/huggingface/datasets/issues/854 https://discuss.huggingface.co/t/cannot-download-wmt16/2081
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Building C4 takes forever
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[ "Hi @StellaAthena, thanks for reporting.\r\n\r\nPlease note, that our `datasets` library performs several operations in order to load a dataset, among them:\r\n- it downloads all the required files: for C4 \"en\", 378.69 GB of JSON GZIPped files\r\n- it parses their content to generate the dataset\r\n- it caches th...
2022-04-07T17:41:30Z
2023-06-26T22:01:29Z
2023-06-26T22:01:29Z
NONE
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## Describe the bug C4-en is a 300 GB dataset. However, when I try to download it through the hub it takes over _six hours_ to generate the train/test split from the downloaded files. This is an absurd amount of time and an unnecessary waste of resources. ## Steps to reproduce the bug ```python c4 = datasets.load...
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Release 2.14.4
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
2023-08-08T15:43:56Z
2023-08-08T16:08:22Z
2023-08-08T15:49:06Z
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device/google/accessory/adk2012 - Git at Google
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2022-05-22T04:57:19Z
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"git clone https://android.googlesource.com/device/google/accessory/adk2012" https://android.googlesource.com/device/google/accessory/adk2012/#:~:text=git%20clone%20https%3A//android.googlesource.com/device/google/accessory/adk2012
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adding .github/ISSUE_TEMPLATE/add-dataset.md
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Elasticsearch index docs
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I added the docs for ES indexes. I also added a `load_elasticsearch_index` method to load an index that has already been built. I checked the tests for the ES index and we have tests that mock ElasticSearch. I think this is good for now but at some point it would be cool to have an end-to-end test with a real ES...
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[Tests] Clean tests
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the abseil testing library (https://abseil.io/docs/python/quickstart.html) is better than the one I had before, so I decided to switch to that and changed the `setup.py` config file. Abseil has more support and a cleaner API for parametrized testing I think. I added a list of all dataset scripts that are currentl...
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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...
2022-01-27T10:14:16Z
2022-02-24T09:02:18Z
2022-02-24T09:02:17Z
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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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Fix json loader when conversion not implemented
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[ "And we're already at PR number 3,000 ! ^^", "Thank you so much for fixing this @lhoestq 😍 ! I just tested the branch out and it works like a charm!" ]
2021-10-01T17:47:22Z
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Sometimes the arrow json parser fails if the `block_size` is too small and returns an `ArrowNotImplementedError: JSON conversion to struct...` error. By increasing the block size it makes it work again. Hopefully it should help with https://github.com/huggingface/datasets/issues/2799 I tried with the file ment...
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Eval metadata Batch 4: Tweet Eval, Tweets Hate Speech Detection, VCTK, Weibo NER, Wisesight Sentiment, XSum, Yahoo Answers Topics, Yelp Polarity, Yelp Review Full
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[ "Summary of CircleCI errors:\r\n\r\n- **XSum**: missing 6 required positional arguments: 'annotations_creators', 'language_creators', 'licenses', 'multilinguality', 'size_categories', and 'source_datasets'\r\n- **Yelp_polarity**: missing 8 required positional arguments: 'annotations_creators', 'language_creators', ...
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Adding evaluation metadata for: - Tweet Eval - Tweets Hate Speech Detection - VCTK - Weibo NER - Wisesight Sentiment - XSum - Yahoo Answers Topics - Yelp Polarity - Yelp Review Full
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IterableDataset missing column_names, differs from Dataset interface
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[ "Another example is that `IterableDataset.map` does not have `fn_kwargs`, among other arguments. It makes it harder to convert code from Dataset to IterableDataset.", "Hi! `fn_kwargs` was added to `IterableDataset.map` in `datasets 2.5.0`, so please update your installation (`pip install -U datasets`) to use it.\...
2022-12-22T05:27:02Z
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### Describe the bug The documentation on [Stream](https://huggingface.co/docs/datasets/v1.18.2/stream.html) seems to imply that IterableDataset behaves just like a Dataset. However, examples like ``` dataset.map(augment_data, batched=True, remove_columns=dataset.column_names, ...) ``` will not work because `.colu...
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Add PEC
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[ "I'm a bit frustrated now to get this right.", "Hey @zhongpeixiang!\r\nReally nice addition here!\r\n\r\nDid you officially joined the sprint by posting [on the forum thread](https://discuss.huggingface.co/t/open-to-the-community-one-week-team-effort-to-reach-v2-0-of-hf-datasets-library/2176) and joining our slac...
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2020-12-04T10:58:19Z
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CONTRIBUTOR
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A persona-based empathetic conversation dataset.
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Add note about indices mapping in save_to_disk docstring
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add srwac
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[ "Connection error failed. Need rerun", "merging since the CI is fixed on master" ]
2020-12-11T08:20:29Z
2020-12-17T11:40:59Z
2020-12-17T11:40:59Z
CONTRIBUTOR
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1,183
add mkb dataset
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[ "Could you update the languages tags before we merge @VasudevGupta7 ?", "done.", "thanks !" ]
2020-12-05T23:44:33Z
2020-12-09T09:38:50Z
2020-12-09T09:38:50Z
CONTRIBUTOR
null
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This PR will add Mann Ki Baat dataset (parallel data for Indian languages).
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Lazy data files resolution
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
2023-11-29T13:18:44Z
2023-12-12T23:30:33Z
null
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Related to discussion at https://github.com/huggingface/datasets/pull/6255 this makes this code run in 2sec instead of >10sec ```python from datasets import load_dataset ds = load_dataset("glue", "sst2", streaming=True, trust_remote_code=False) ``` For some datasets with many configs and files it can be u...
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I_kwDODunzps47_5ZQ
2,964
Error when calculating Matthews Correlation Coefficient loaded with `load_metric`
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[ "After some more tests I've realized that this \"issue\" is due to the `numpy.float64` to `float` conversion, but when defining a function named `compute_metrics` as it follows:\r\n\r\n```python\r\ndef compute_metrics(eval_preds):\r\n metric = load_metric(\"matthews_correlation\")\r\n logits, labels = eval_pr...
2021-09-24T15:55:21Z
2021-09-25T08:06:07Z
2021-09-25T08:06:07Z
CONTRIBUTOR
null
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## Describe the bug After loading the metric named "[Matthews Correlation Coefficient](https://huggingface.co/metrics/matthews_correlation)" from `🤗datasets`, the `.compute` method fails with the following exception `AttributeError: 'float' object has no attribute 'item'` (complete stack trace can be provided if re...
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76
pin flake 8
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2020-05-12T11:25:29Z
2020-05-12T11:27:35Z
2020-05-12T11:27:34Z
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Flake 8's new version does not like our format. Pinning the version for now.
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added electricity load diagram dataset
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2022-02-15T14:29:29Z
2022-02-16T18:53:21Z
2022-02-16T18:48:07Z
CONTRIBUTOR
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Initial Electricity Load Diagram time series dataset.
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Add yoruba ner corpus
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2020-12-08T17:54:00Z
2020-12-08T23:11:12Z
2020-12-08T23:11:12Z
CONTRIBUTOR
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Added Times of India News Headlines Dataset
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[ "@lhoestq @abhishekkrthakur what happened here ?\r\n", "@lhoestq everything alright here ?", "@tanmoyio please have patience. @lhoestq has to look at 150+ PRs and it may take time. The PR looks good to me but we wait for his confirmation :) 🤗 " ]
2020-12-11T18:12:38Z
2020-12-14T18:08:08Z
2020-12-14T18:08:08Z
CONTRIBUTOR
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Dataset name: Times of India News Headlines link: https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/DPQMQH
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Dataset Viewer issue for openclimatefix/nimrod-uk-1km
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[ "If I understand correctly, this is due to the key `split` missing in the line https://huggingface.co/datasets/openclimatefix/nimrod-uk-1km/blob/main/nimrod-uk-1km.py#L41 of the script.\r\nMaybe @albertvillanova could confirm.", "I'm having a look.", "Indeed there are several issues in this dataset loading scri...
2022-06-03T08:17:16Z
2023-09-25T12:15:08Z
null
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### Link _No response_ ### Description _No response_ ### Owner _No response_
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OSError: Cannot find data file when not using the dummy dataset in RAG
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[ "Same issue here. I will be digging further, but it looks like the [script](https://github.com/huggingface/datasets/blob/master/datasets/wiki_dpr/wiki_dpr.py#L132) is attempting to open a file that is not downloaded yet. \r\n\r\n```\r\n99dcbca09109e58502e6b9271d4d3f3791b43f61f3161a76b25d2775ab1a4498.lock\r\n```\r\n...
2020-10-07T14:27:13Z
2020-12-23T14:04:31Z
2020-12-23T14:04:31Z
NONE
null
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## Environment info transformers version: 3.3.1 Platform: Linux-4.19 Python version: 3.7.7 PyTorch version (GPU?): 1.6.0 Tensorflow version (GPU?): No Using GPU in script?: Yes Using distributed or parallel set-up in script?: No ## To reproduce Steps to reproduce the behaviour...
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Dataset librispeech_asr fails to load
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[ "@patrickvonplaten Hi! I saw that you prepared this? :)", "Another thing, but maybe this should be a separate issue: As I see from the code, it would try to use up to 16 simultaneous downloads? This is problematic for Librispeech or anything on OpenSLR. On [the homepage](https://www.openslr.org/), it says:\r\n\r\...
2022-04-19T08:45:48Z
2022-07-27T16:10:00Z
2022-07-27T16:10:00Z
NONE
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## Describe the bug The dataset librispeech_asr (standard Librispeech) fails to load. ## Steps to reproduce the bug ```python datasets.load_dataset("librispeech_asr") ``` ## Expected results It should download and prepare the whole dataset (all subsets). In [the doc](https://huggingface.co/datasets/libris...
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Custom plain text dataset, plain json dataset and plain csv dataset are remove from datasets template folder
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[ "Hi @zixiliuUSC, \r\n\r\nAs explained in the documentation (https://huggingface.co/docs/datasets/loading.html#json), we support loading any dataset in JSON (as well as CSV, text, Parquet) format:\r\n```python\r\nds = load_dataset('json', data_files='my_file.json')\r\n```" ]
2021-10-13T07:32:10Z
2021-10-13T08:27:04Z
2021-10-13T08:27:03Z
NONE
null
null
null
## Adding a Dataset - **Name:** text, json, csv - **Description:** I am developing a customized dataset loading script. The problem is mainly about my custom dataset is seperate into many files and I only find a dataset loading template in [https://github.com/huggingface/datasets/blob/1.2.1/datasets/json/json.py](ht...
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6,481
using torchrun, save_to_disk suddenly shows SIGTERM
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2023-12-08T13:22:03Z
2023-12-08T13:22:03Z
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### Describe the bug When I run my code using the "torchrun" command, when the code reaches the "save_to_disk" part, suddenly I get the following warning and error messages: Because the dataset is too large, the "save_to_disk" function splits it into 70 parts for saving. However, an error occurs suddenly when it reac...
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Add Nerval Metric
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[ "Metrics are deprecated in `datasets` and `evaluate` should be used instead: https://github.com/huggingface/evaluate" ]
2022-04-22T19:45:00Z
2023-07-11T09:34:56Z
2023-07-11T09:34:55Z
NONE
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This PR adds readme.md and ner_val.py to metrics. Nerval is a python package that helps evaluate NER models. It creates classification report and confusion matrix at entity level.
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5,541
Flattening indices in selected datasets is extremely inefficient
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[ "Running the script above on the branch https://github.com/huggingface/datasets/pull/5542 results in the expected behaviour:\r\n```\r\nNum chunks for original ds: 1\r\nOriginal ds save/load\r\nsave_to_disk -- RAM memory used: 0.671875 MB -- Total time: 0.255265 s\r\nload_from_disk -- RAM memory used: 42.796875 MB -...
2023-02-17T01:52:24Z
2023-02-22T13:15:20Z
2023-02-17T11:12:33Z
CONTRIBUTOR
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### Describe the bug If we perform a `select` (or `shuffle`, `train_test_split`, etc.) operation on a dataset , we end up with a dataset with an `indices_table`. Currently, flattening such dataset consumes a lot of memory and the resulting flat dataset contains ChunkedArrays with as many chunks as there are rows. Thi...
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Disable aiohttp requoting of redirection URL
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Comment by @lhoestq:\r\n> Do you think we need this in `datasets` if it's fixed on the moon landing side ? In the aiohttp doc they consider those symbols as \"non-safe\" ", "The lib `requests` does not perform that requote on redir...
2023-01-24T17:18:59Z
2023-02-01T08:45:33Z
2023-01-31T08:37:54Z
MEMBER
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The library `aiohttp` performs a requoting of redirection URLs that unquotes the single quotation mark character: `%27` => `'` This is a problem for our Hugging Face Hub, which requires exact URL from location header. Specifically, in the query component of the URL (`https://netloc/path?query`), the value for `re...
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5,343
T5 for Q&A produces truncated sentence
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2022-12-08T19:48:46Z
2022-12-08T19:57:17Z
2022-12-08T19:57:17Z
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Dear all, I am fine-tuning T5 for Q&A task using the MedQuAD ([GitHub - abachaa/MedQuAD: Medical Question Answering Dataset of 47,457 QA pairs created from 12 NIH websites](https://github.com/abachaa/MedQuAD)) dataset. In the dataset, there are many long answers with thousands of words. I have used pytorch_lightning to...
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Add CRASS dataset
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[ "Hi Albert,\r\nThank you for your comments.\r\nI hope I have uploaded my local git repo to include the dummy files and style reworkings.\r\nAdded YAML in Readme as well.\r\n\r\nPlease check again.\r\n\r\nHope it works now :)", "Thanks for your contribution, @apergo-ai. \r\n\r\nWe are removing the dataset scripts ...
2021-12-21T11:17:22Z
2022-10-03T09:37:06Z
2022-10-03T09:37:06Z
CONTRIBUTOR
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Added crass dataset
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Support streaming xtreme dataset for PAN-X config
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-04-09T06:19:48Z
2022-05-06T08:39:40Z
2022-04-11T06:54:14Z
MEMBER
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Support streaming xtreme dataset for PAN-X config.
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[ "merging since the CI is fixed on master" ]
2020-12-09T13:01:08Z
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[TedHrLr] add left dummy data
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2020-05-13T08:27:20Z
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assin dataset: add instances and data splits info
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2020-12-29T00:47:56Z
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Concatenate on axis=1 with misaligned blocks
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
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Allow to concatenate on axis 1 two tables made of misaligned blocks. For example if the first table has 2 row blocks of 3 rows each, and the second table has 3 row blocks or 2 rows each. To do that, I slice the row blocks to re-align the blocks. Fix https://github.com/huggingface/datasets/issues/5413
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Cannot reuse tokenizer object for dataset map
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[ "This is a known issue: https://github.com/huggingface/datasets/issues/3847.\r\n\r\nFixing this requires significant work - rewriting the `tokenizers` lib to make them immutable.\r\n\r\nThe current solution is to pass `cache_file_name` to `map` to use that file for caching or calling a tokenizer before `map` (with ...
2023-06-23T14:45:31Z
2023-07-21T14:09:14Z
2023-07-21T14:09:14Z
NONE
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### Describe the bug Related to https://github.com/huggingface/transformers/issues/24441. Not sure if this is a tokenizer issue or caching issue, so filing in both. Passing the tokenizer to the dataset map function causes the tokenizer to be fingerprinted weirdly. After calling the tokenizer with arguments like pad...
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Added the Ascent KB
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[ "Thanks for approving it!" ]
2021-05-09T14:17:39Z
2021-05-11T09:16:59Z
2021-05-11T09:16:59Z
CONTRIBUTOR
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Added the Ascent Commonsense KB of 8.9M assertions. - Paper: [Advanced Semantics for Commonsense Knowledge Extraction (WWW'21)](https://arxiv.org/abs/2011.00905) - Website: https://ascent.mpi-inf.mpg.de/ (I am the author of the dataset)
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Pickling error when loading dataset
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[ "When I change from python3.6 to python3.8, it works! ", "Does it work when you install `nlp` from source on python 3.6?", "No, still the pickling error.", "I wasn't able to reproduce on google colab (python 3.6.9 as well) with \r\n\r\npickle==4.0\r\ndill=0.3.2\r\ntransformers==3.1.0\r\ndatasets=1.0.1 (also t...
2020-09-10T06:28:08Z
2020-09-25T14:31:54Z
2020-09-25T14:31:54Z
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Hi, I modified line 136 in the original [run_language_modeling.py](https://github.com/huggingface/transformers/blob/master/examples/language-modeling/run_language_modeling.py) as: ``` # line 136: return LineByLineTextDataset(tokenizer=tokenizer, file_path=file_path, block_size=args.block_size) dataset = load_da...
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Getting configs names takes too long
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[ "maybe related to https://github.com/huggingface/datasets/issues/2859\r\n", "It looks like it's currently calling `HfFileSystem.ls()` ~8 times at the root and for each subdirectory:\r\n- \"\"\r\n- \"en.noblocklist\"\r\n- \"en.noclean\"\r\n- \"en\"\r\n- \"multilingual\"\r\n- \"realnewslike\"\r\n\r\nCurrently `ls` ...
2021-12-13T14:27:57Z
2021-12-13T14:53:33Z
null
CONTRIBUTOR
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## Steps to reproduce the bug ```python from datasets import get_dataset_config_names get_dataset_config_names("allenai/c4") ``` ## Expected results I would expect to get the answer quickly, at least in less than 10s ## Actual results It takes about 45s on my environment ## Environment info - `d...
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Weights of model checkpoint not initialized for RobertaModel for Bertscore
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[ "Hi @suzyahyah, thanks for reporting.\r\n\r\nThe message you get is indeed not an error message, but a warning coming from Hugging Face `transformers`. The complete warning message is:\r\n```\r\nSome weights of the model checkpoint at roberta-large were not used when initializing RobertaModel: ['lm_head.decoder.wei...
2021-06-29T18:55:23Z
2021-07-01T07:08:59Z
2021-06-30T07:35:49Z
NONE
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When applying bertscore out of the box, ```Some weights of the model checkpoint at roberta-large were not used when initializing RobertaModel: ['lm_head.decoder.weight', 'lm_head.bias', 'lm_head.dense.bias', 'lm_head.layer_norm.bias', 'lm_head.dense.weight', 'lm_head.layer_norm.weight']``` Following the typical ...
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[doc] nlp/viewer ➡️datasets/viewer
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2020-12-07T13:58:41Z
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cc @srush
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Set `usedforsecurity=False` in hashlib methods (FIPS compliance)
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
2023-11-14T10:47:09Z
2023-11-17T14:23:20Z
2023-11-17T14:17:00Z
CONTRIBUTOR
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Related to https://github.com/huggingface/transformers/issues/27034 and https://github.com/huggingface/huggingface_hub/pull/1782. **TL;DR:** `hashlib` is not a secure library for cryptography-related stuff. We are only using `hashlib` for non-security-related purposes in `datasets` so it's fine. From Python 3.9 we s...
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Add rename_columnS method
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[ "Merging then 😄 " ]
2021-05-04T12:57:53Z
2021-05-04T13:43:13Z
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Cherry-picked from #2255
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Add rename, remove and cast in-place operations
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2020-07-31T12:30:21Z
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Add a bunch of in-place operation leveraging the Arrow back-end to rename and remove columns and cast to new features without using the more expensive `map` method. These methods are added to `Dataset` as well as `DatasetDict`. Added tests for these new methods and add the methods to the doc. Naming follows th...
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[Apple M1] MemoryError: Cannot allocate write+execute memory for ffi.callback()
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[ "Hi! This seems like a bug in `soundfile`. Could you please open an issue in their repo? `soundfile` works without any issues on my M1, so I'm not sure we can help.", "Hi @mariosasko, can you share how you installed `soundfile` on your mac M1?", "Hi @hoangtnm - I upgraded to python 3.10 and it fixed the proble...
2022-09-10T15:55:49Z
2023-07-21T14:45:50Z
2023-07-21T14:45:50Z
NONE
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## Describe the bug I'm trying to run `cast_column("audio", Audio())` on Apple M1 Pro, but it seems that it doesn't work. ## Steps to reproduce the bug ```python import datasets dataset = load_dataset("csv", data_files="./train.csv")["train"] dataset = dataset.map(lambda x: {"audio": str(DATA_DIR / "audio" / ...
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Uncomment logging deactivation for ArrowBasedBuilder
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-05-25T16:46:15Z
2022-05-31T08:33:36Z
2022-05-31T08:25:02Z
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2021-07-21T14:23:35Z
2021-07-21T15:31:41Z
2021-07-21T15:31:40Z
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