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https://api.github.com/repos/huggingface/datasets/issues/4527
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1,276,583,536
I_kwDODunzps5MFx5w
4,527
Dataset Viewer issue for vadis/sv-ident
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1,655,714,862,000
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MEMBER
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### Link https://huggingface.co/datasets/vadis/sv-ident ### Description The dataset preview does not work: ``` Server Error Status code: 400 Exception: Status400Error Message: The dataset does not exist. ``` However, the dataset is streamable and works locally: ```python In [1]: from dataset...
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https://api.github.com/repos/huggingface/datasets/issues/4526
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I_kwDODunzps5MFxFZ
4,526
split cache used when processing different split
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NONE
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## Describe the bug` ``` ds1 = load_dataset('squad', split='validation') ds2 = load_dataset('squad', split='train') ds1 = ds1.map(some_function) ds2 = ds2.map(some_function) assert ds1 == ds2 ``` This happens when ds1 and ds2 are created in `pytorch_lightning.DataModule` through ``` class myDataModule: ...
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https://api.github.com/repos/huggingface/datasets/issues/4525
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1,276,491,386
I_kwDODunzps5MFbZ6
4,525
Out of memory error on workers while running Beam+Dataflow
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[ "Some naive ideas to cope with this:\r\n- enable more RAM on each worker\r\n- force the spanning of more workers\r\n- others?" ]
1,655,710,092,000
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null
MEMBER
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## Describe the bug While running the preprocessing of the natural_question dataset (see PR #4368), there is an issue for the "default" config (train+dev files). Previously we ran the preprocessing for the "dev" config (only dev files) with success. Train data files are larger than dev ones and apparently worker...
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https://api.github.com/repos/huggingface/datasets/issues/4524
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4,524
Downloading via Apache Pipeline, client cancelled (org.apache.beam.vendor.grpc.v1p43p2.io.grpc.StatusRuntimeException)
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[ "Hi @dan-the-meme-man, thanks for reporting.\r\n\r\nWe are investigating a similar issue but with Beam+Dataflow (instead of Beam+Flink): \r\n- #4525\r\n\r\nIn order to go deeper into the root cause, we need as much information as possible: logs from the main process + logs from the workers are very informative.\r\n...
1,655,595,405,000
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NONE
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## Describe the bug When downloading some `wikipedia` languages (in particular, I'm having a hard time with Spanish, Cebuano, and Russian) via FlinkRunner, I encounter the exception in the title. I have been playing with package versions a lot, because unfortunately, the different dependencies required by these packag...
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https://api.github.com/repos/huggingface/datasets/issues/4523
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Update download url and improve card of `cats_vs_dogs` dataset
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4523). All of your documentation changes will be reflected on that endpoint." ]
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CONTRIBUTOR
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Improve the download URL (reported here: https://huggingface.co/datasets/cats_vs_dogs/discussions/1), remove the `image_file_path` column (not used in Transformers, so it should be safe) and add more info to the card.
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https://api.github.com/repos/huggingface/datasets/issues/4522
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1,274,929,328
I_kwDODunzps5L_eCw
4,522
Try to reduce the number of datasets that require manual download
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CONTRIBUTOR
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> Currently, 41 canonical datasets require manual download. I checked their scripts and I'm pretty sure this number can be reduced to ≈ 30 by not relying on bash scripts to download data, hosting data directly on the Hub when the license permits, etc. Then, we will mostly be left with datasets with restricted access, w...
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https://api.github.com/repos/huggingface/datasets/issues/4521
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1,274,919,437
I_kwDODunzps5L_boN
4,521
Datasets method `.map` not hashing
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[ "Fix posted: https://github.com/huggingface/datasets/issues/4506#issuecomment-1157417219", "Didn't realize it's a bug when I asked the question yesterday! Free free to post an answer if you are sure the cause has been addressed.\r\n\r\nhttps://stackoverflow.com/questions/72664827/can-pickle-dill-foo-but-not-lambd...
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CONTRIBUTOR
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## Describe the bug Datasets method `.map` not hashing, even with an empty no-op function ## Steps to reproduce the bug ```python from datasets import load_dataset # download 9MB dummy dataset ds = load_dataset("hf-internal-testing/librispeech_asr_dummy", "clean") def prepare_dataset(batch): return(b...
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https://api.github.com/repos/huggingface/datasets/issues/4520
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1,274,879,180
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4,520
Failure to hash `dataclasses` - results in functions that cannot be hashed or cached in `.map`
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CONTRIBUTOR
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Dataclasses cannot be hashed. As a result, they cannot be hashed or cached if used in the `.map` method. Dataclasses are used extensively in Transformers examples scripts: (c.f. [CTC example](https://github.com/huggingface/transformers/blob/main/examples/pytorch/speech-recognition/run_speech_recognition_ctc.py)). Since...
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Create new sections for audio and vision in guides
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4519). All of your documentation changes will be reflected on that endpoint." ]
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MEMBER
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This PR creates separate sections in the guides for audio, vision, text, and general usage so it is easier for users to find loading, processing, or sharing guides specific to the dataset type they're working with. It'll also allow us to scale the docs to additional dataset types - like time series, tabular, etc. - whi...
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Patch tests for hfh v0.8.0
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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This PR patches testing utilities that would otherwise fail with hfh v0.8.0.
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Add tags for task_ids:summarization-* and task_categories:summarization*
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[ "Associated community discussion is [here](https://huggingface.co/datasets/aeslc/discussions/1).\r\nPaper referenced in the `dataset_infos.json` is [here](https://arxiv.org/pdf/1906.03497.pdf). It mentions the _email-subject-generation_ task, which is not a tag mentioned in any other dataset so it was not added in...
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yaml header at top of README.md file was edited to add task tags because I couldn't find the existing tags in the json separate Pull Request will modify dataset_infos.json to add these tags The Enron dataset (dataset id aeslc) is only tagged with: arxiv:1906.03497' languages:en pretty_name:AESLC ...
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PR_kwDODunzps45ykYX
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Fix hashing for python 3.9
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4516). All of your documentation changes will be reflected on that endpoint.", "What do you think @albertvillanova ?" ]
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In python 3.9, pickle hashes the `glob_ids` dictionary in addition to the `globs` of a function. Therefore the test at `tests/test_fingerprint.py::RecurseDumpTest::test_recurse_dump_for_function_with_shuffled_globals` is currently failing for python 3.9 To make hashing deterministic when the globals are not in th...
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PR_kwDODunzps45x5mB
4,515
Add uppercased versions of image file extensions for automatic module inference
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Adds the uppercased versions of the image file extensions to the supported extensions. Another approach would be to call `.lower()` on extensions while resolving data files, but uppercased extensions are not something we want to encourage out of the box IMO unless they are commonly used (as they are in the vision d...
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I_kwDODunzps5L6CXO
4,514
Allow .JPEG as a file extension
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[ "Hi, thanks for reporting! I've opened a PR with the fix.", "Wow, that was quick! Thank you very much 🙏 " ]
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## Describe the bug When loading image data, HF datasets seems to recognize `.jpg` and `.jpeg` file extensions, but not e.g. .JPEG. As the naming convention .JPEG is used in important datasets such as imagenet, I would welcome if according extensions like .JPEG or .JPG would be allowed. ## Steps to reproduce the bu...
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1,273,450,338
PR_kwDODunzps45xTqv
4,513
Update Google Cloud Storage documentation and add Azure Blob Storage example
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4513). All of your documentation changes will be reflected on that endpoint.", "Hi @stevhliu, I've kept the `>>>` before all the in-line code comments as it was done like that in the default S3 example that was already there, I...
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While I was going through the 🤗 Datasets documentation of the Cloud storage filesystems at https://huggingface.co/docs/datasets/filesystems, I realized that the Google Cloud Storage documentation could be improved e.g. bullet point says "Load your dataset" when the actual call was to "Save your dataset", in-line code ...
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PR_kwDODunzps45xEDN
4,512
Add links to vision tasks scripts in ADD_NEW_DATASET template
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4512). All of your documentation changes will be reflected on that endpoint." ]
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Add links to vision dataset scripts in the ADD_NEW_DATASET template.
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4,511
Support all negative values in ClassLabel
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We usually use -1 to represent a missing label, but we should also support any negative values (some users use -100 for example). This is a regression from `datasets` 2.3 Fix https://github.com/huggingface/datasets/issues/4508
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PR_kwDODunzps45wq6o
4,510
Add regression test for `ArrowWriter.write_batch` when batch is empty
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[ "_The documentation is not available anymore as the PR was closed or merged._", "As mentioned by @lhoestq, the current behavior is correct and we should not expect batches with different columns, in that case, the if should fail, as the values of the batch can be empty, but not the actual `batch_examples` value."...
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As spotted by @cccntu in #4502, there's a logic bug in `ArrowWriter.write_batch` as the if-statement to handle the empty batches as detailed in the docstrings of the function ("Ignores the batch if it appears to be empty, preventing a potential schema update of unknown types."), the current if-statement is not handling...
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Support skipping Parquet to Arrow conversion when using Beam
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4509). All of your documentation changes will be reflected on that endpoint." ]
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cast_storage method from datasets.features
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[ "Hi! We've recently added a check to the `ClassLabel` type to ensure the values are in the valid label range `-1, 0, ..., num_classes-1` (-1 is used for missing values). The error in your case happens only if the `labels` column is of type `Sequence(ClassLabel(...))` before the `map` call and can be avoided by call...
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NONE
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## Describe the bug A bug occurs when mapping a function to a dataset object. I ran the same code with the same data yesterday and it worked just fine. It works when i run locally on an old version of datasets. ## Steps to reproduce the bug Steps are: - load whatever datset - write a preprocessing function such ...
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How to let `load_dataset` return a `Dataset` instead of `DatasetDict` in customized loading script
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[ "Hi @liyucheng09.\r\n\r\nUsers can pass the `split` parameter to `load_dataset`. For example, if your split name is \"train\",\r\n```python\r\nds = load_dataset(\"dataset_name\", split=\"train\")\r\n```\r\nwill return a `Dataset` instance.", "@albertvillanova Thanks! I can't believe I didn't know this feature til...
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If the dataset does not need splits, i.e., no training and validation split, more like a table. How can I let the `load_dataset` function return a `Dataset` object directly rather than return a `DatasetDict` object with only one key-value pair. Or I can paraphrase the question in the following way: how to skip `_spl...
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I_kwDODunzps5L2REf
4,506
Failure to hash (and cache) a `.map(...)` (almost always) - using this method can produce incorrect results
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[ "Important info:\r\n\r\nAs hashes are generated randomly for functions, it leads to **false identifying some results as already hashed** (mapping function is not executed after a method update) when there's a `pytorch_lightning.seed_everything(123)`", "@lhoestq\r\nseems like quite critical stuff for me, if I'm no...
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## Describe the bug Sometimes I get messages about not being able to hash a method: `Parameter 'function'=<function StupidDataModule._separate_speaker_id_from_dialogue at 0x7f1b27180d30> of the transform datasets.arrow_dataset.Dataset. _map_single couldn't be hashed properly, a random hash was used instead. Make sur...
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1,272,477,226
PR_kwDODunzps45uH-o
4,505
Fix double dots in data files
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[ "_The documentation is not available anymore as the PR was closed or merged._", "The CI fails are unrelated to this PR (apparently something related to `seqeval` on windows) - merging :)" ]
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As mentioned in https://github.com/huggingface/transformers/pull/17715 `data_files` can't find a file if the path contains double dots `/../`. This has been introduced in https://github.com/huggingface/datasets/pull/4412, by trying to ignore hidden files and directories (i.e. if they start with a dot) I fixed this a...
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Can you please add the Stanford dog dataset?
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[ "would you like to give it a try, @dgrnd4? (maybe with the help of the dataset author?)", "@julien-c i am sorry but I have no idea about how it works: can I add the dataset by myself, following \"instructions to add a new dataset\"?\r\nCan I add a dataset even if it's not mine? (it's public in the link that I wro...
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## Adding a Dataset - **Name:** *Stanford dog dataset* - **Description:** *The dataset is about 120 classes for a total of 20.580 images. You can find the dataset here http://vision.stanford.edu/aditya86/ImageNetDogs/* - **Paper:** *http://vision.stanford.edu/aditya86/ImageNetDogs/* - **Data:** *[link to the Github...
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PR_kwDODunzps45twLR
4,503
Add feverous config to fever dataset
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4503). All of your documentation changes will be reflected on that endpoint." ]
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Related to: #4452 and #3792.
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I_kwDODunzps5L1pOk
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Logic bug in arrow_writer?
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[ "Hi @cccntu you're right, as when `batch_examples={}` the current if-statement won't be triggered as the condition won't be satisfied, I'll prepare a PR to address it as well as add the regression tests so that this issue is handled properly.", "Hi @alvarobartt ,\r\nThanks for answering. Do you know when and why ...
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https://github.com/huggingface/datasets/blob/88a902d6474fae8d793542d57a4f3b0d187f3c5b/src/datasets/arrow_writer.py#L475-L488 I got some error, and I found it's caused by `batch_examples` being `{}`. I wonder if the code should be as follows: ``` - if batch_examples and len(next(iter(batch_examples.values())...
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Corrected broken links in doc
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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Add `concatenate_datasets` for iterable datasets
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4500). All of your documentation changes will be reflected on that endpoint." ]
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`concatenate_datasets` currently only supports lists of `datasets.Dataset`, not lists of `datasets.IterableDataset` like `interleave_datasets` Fix https://github.com/huggingface/datasets/issues/2564 I also moved `_interleave_map_style_datasets` from combine.py to arrow_dataset.py, since the logic depends a lot on...
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4,499
fix ETT m1/m2 test/val dataset
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Thansk for the fix ! Can you regenerate the datasets_infos.json please ? This way it will update the expected number of examples in the test and val splits", "ah yes!" ]
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https://huggingface.co/datasets/ett/discussions/1
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4,498
WER and CER > 1
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[ "WER can have values bigger than 1.0, this is expected when there are too many insertions\r\n\r\nFrom [wikipedia](https://en.wikipedia.org/wiki/Word_error_rate):\r\n> Note that since N is the number of words in the reference, the word error rate can be larger than 1.0" ]
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## Describe the bug It seems that in some cases in which the `prediction` is longer than the `reference` we may have word/character error rate higher than 1 which is a bit odd. If it's a real bug I think I can solve it with a PR changing [this](https://github.com/huggingface/datasets/blob/master/metrics/wer/wer.py#...
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PR_kwDODunzps45sYns
4,497
Re-add download_manager module in utils
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Thanks for the fix.\r\n\r\nI'm wondering how this fixes backward compatibility...\r\n\r\nExecuting this code:\r\n```python\r\nfrom datasets.utils.download_manager import DownloadMode\r\n```\r\nwe will have\r\n```python\r\nDownloadMod...
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https://github.com/huggingface/datasets/pull/4384 moved `datasets.utils.download_manager` to `datasets.download.download_manager` This breaks `evaluate` which imports `DownloadMode` from `datasets.utils.download_manager` This PR re-adds `datasets.utils.download_manager` without circular imports. We could also...
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Replace `assertEqual` with `assertTupleEqual` in unit tests for verbosity
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4496). All of your documentation changes will be reflected on that endpoint.", "FYI I used the following regex to look for the `assertEqual` statements where the assertion was being done over a Tuple: `self.assertEqual(.*, \\(....
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CONTRIBUTOR
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As detailed in #4419 and as suggested by @mariosasko, we could replace the `assertEqual` assertions with `assertTupleEqual` when the assertion is between Tuples, in order to make the tests more verbose.
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Fix patching module that doesn't exist
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Reported in https://github.com/huggingface/huggingface_hub/runs/6894703718?check_suite_focus=true When trying to patch `scipy.io.loadmat`: ```python ModuleNotFoundError: No module named 'scipy' ``` Instead it shouldn't raise an error and do nothing Bug introduced by #4375 Fix https://github.com/hugging...
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Patching fails for modules that are not installed or don't exist
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Reported in https://github.com/huggingface/huggingface_hub/runs/6894703718?check_suite_focus=true When trying to patch `scipy.io.loadmat`: ```python ModuleNotFoundError: No module named 'scipy' ``` Instead it shouldn't raise an error and do nothing We use patching to extend such functions to support remot...
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Add `@transmit_format` in `flatten`
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[ "@mariosasko please let me know whether we need to include some sort of tests to make sure that the decorator is working as expected. Thanks! 🤗 ", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4493). All of your documentation changes will be reflected on that endpoint.", ...
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As suggested by @mariosasko in https://github.com/huggingface/datasets/pull/4411, we should include the `@transmit_format` decorator to `flatten`, `rename_column`, and `rename_columns` so as to ensure that the value of `_format_columns` in an `ArrowDataset` is properly updated. **Edit**: according to @mariosasko com...
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Pin the revision in imagenet download links
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Use the commit sha in the data files URLs of the imagenet-1k download script, in case we want to restructure the data files in the future. For example we may split it into many more shards for better paralellism. cc @mariosasko
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Dataset Viewer issue for Pavithree/test
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[ "This issue can be resolved according to this post https://stackoverflow.com/questions/70566660/parquet-with-null-columns-on-pyarrow. It looks like first data entry in the json file must not have any null values as pyarrow uses this first file to infer schema for entire dataset." ]
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### Link https://huggingface.co/datasets/Pavithree/test ### Description I have extracted the subset of original eli5 dataset found at hugging face. However, while loading the dataset It throws ArrowNotImplementedError: Unsupported cast from string to null using function cast_null error. Is there anything missi...
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4,490
Use `torch.nested_tensor` for arrays of varying length in torch formatter
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Use `torch.nested_tensor` for arrays of varying length in `TorchFormatter`. The PyTorch API of nested tensors is in the prototype stage, so wait for it to become more mature.
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Add SV-Ident dataset
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[ "Hi @e-tornike, thanks a lot for adding this interesting dataset.\r\n\r\nRecently at Hugging Face, we have decided to give priority to adding datasets directly on the Hub. Would you mind to transfer your loading script to the Hub? You could create a dedicated org namespace, so that your dataset would be accessible ...
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Update PASS dataset version
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Update the PASS dataset to version v3 (the newest one) from the [version history](https://github.com/yukimasano/PASS/blob/main/version_history.txt). PS: The older versions are not exposed as configs in the script because v1 was removed from Zenodo, and the same thing will probably happen to v2.
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Support streaming UDHR dataset
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This PR: - Adds support for streaming UDHR dataset - Adds the BCP 47 language code as feature
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Add CCAgT dataset
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4486). All of your documentation changes will be reflected on that endpoint.", "Hi! Excellent job @johnnv1! There were typos/missing words in the card, so I took the liberty to rewrite some parts to make them easier to understa...
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As described in #4075 I could not generate the dummy data. Also, on the data repository isn't provided the split IDs, but I copy the functions that provide the correct data split. In summary, to have a better distribution, the data in this dataset should be separated based on the amount of NORs in each image.
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Fix cast to null
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It currently fails with `ArrowNotImplementedError` instead of `TypeError` when one tries to cast integer to null type. Because if this, type inference breaks when one replaces null values with integers in `map` (it first tries to cast to the previous type before inferring the new type). Fix https://github.com/hug...
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https://github.com/huggingface/datasets/pull/4484
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PR_kwDODunzps45jywZ
4,484
Better ImportError message when a dataset script dependency is missing
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Discussed offline with @mariosasko, merging :)" ]
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MEMBER
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When a depenency is missing for a dataset script, an ImportError message is shown, with a tip to install the missing dependencies. This message is not ideal at the moment: it may show duplicate dependencies, and is not very readable. I improved it from ``` ImportError: To be able to use bigbench, you need to insta...
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