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https://api.github.com/repos/huggingface/datasets/issues/4507 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4507/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4507/comments | https://api.github.com/repos/huggingface/datasets/issues/4507/events | https://github.com/huggingface/datasets/issues/4507 | 1,272,615,932 | I_kwDODunzps5L2pP8 | 4,507 | How to let `load_dataset` return a `Dataset` instead of `DatasetDict` in customized loading script | {
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] | open | false | null | [] | null | [] | 1,655,319,394,000 | 1,655,319,464,000 | null | NONE | null | 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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https://api.github.com/repos/huggingface/datasets/issues/4506 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4506/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4506/comments | https://api.github.com/repos/huggingface/datasets/issues/4506/events | https://github.com/huggingface/datasets/issues/4506 | 1,272,516,895 | I_kwDODunzps5L2REf | 4,506 | Failure to hash (and cache) a `.map(...)` (almost always) | {
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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 is not executed after a method update) when there's a `pytorch_lightning.seed_everything(123)`"
] | 1,655,313,091,000 | 1,655,315,434,000 | null | NONE | null | ## 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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https://api.github.com/repos/huggingface/datasets/issues/4505 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4505/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4505/comments | https://api.github.com/repos/huggingface/datasets/issues/4505/events | https://github.com/huggingface/datasets/pull/4505 | 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 :)"
] | 1,655,310,664,000 | 1,655,313,358,000 | 1,655,312,753,000 | MEMBER | null | 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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https://api.github.com/repos/huggingface/datasets/issues/4504 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4504/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4504/comments | https://api.github.com/repos/huggingface/datasets/issues/4504/events | https://github.com/huggingface/datasets/issues/4504 | 1,272,418,480 | I_kwDODunzps5L15Cw | 4,504 | 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... | 1,655,307,575,000 | 1,655,314,455,000 | null | NONE | null | ## 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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https://api.github.com/repos/huggingface/datasets/issues/4503 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4503/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4503/comments | https://api.github.com/repos/huggingface/datasets/issues/4503/events | https://github.com/huggingface/datasets/pull/4503 | 1,272,367,055 | 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."
] | 1,655,305,187,000 | 1,655,305,665,000 | null | MEMBER | null | Related to: #4452 and #3792. | {
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https://api.github.com/repos/huggingface/datasets/issues/4502 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4502/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4502/comments | https://api.github.com/repos/huggingface/datasets/issues/4502/events | https://github.com/huggingface/datasets/issues/4502 | 1,272,353,700 | I_kwDODunzps5L1pOk | 4,502 | Logic bug in arrow_writer? | {
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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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https://api.github.com/repos/huggingface/datasets/issues/4501 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4501/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4501/comments | https://api.github.com/repos/huggingface/datasets/issues/4501/events | https://github.com/huggingface/datasets/pull/4501 | 1,272,300,646 | PR_kwDODunzps45th2M | 4,501 | Corrected broken links in doc | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | 1,655,302,337,000 | 1,655,305,865,000 | 1,655,305,256,000 | CONTRIBUTOR | null | null | {
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https://api.github.com/repos/huggingface/datasets/issues/4500 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4500/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4500/comments | https://api.github.com/repos/huggingface/datasets/issues/4500/events | https://github.com/huggingface/datasets/pull/4500 | 1,272,281,992 | PR_kwDODunzps45tdxk | 4,500 | 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."
] | 1,655,301,530,000 | 1,655,302,799,000 | null | MEMBER | null | `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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https://api.github.com/repos/huggingface/datasets/issues/4499 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4499/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4499/comments | https://api.github.com/repos/huggingface/datasets/issues/4499/events | https://github.com/huggingface/datasets/pull/4499 | 1,272,118,162 | PR_kwDODunzps45s6Jh | 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!"
] | 1,655,293,862,000 | 1,655,304,956,000 | 1,655,304,313,000 | CONTRIBUTOR | null | https://huggingface.co/datasets/ett/discussions/1 | {
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https://api.github.com/repos/huggingface/datasets/issues/4498 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4498/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4498/comments | https://api.github.com/repos/huggingface/datasets/issues/4498/events | https://github.com/huggingface/datasets/issues/4498 | 1,272,100,549 | I_kwDODunzps5L0rbF | 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"
] | 1,655,292,912,000 | 1,655,311,085,000 | 1,655,311,085,000 | NONE | null | ## 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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https://api.github.com/repos/huggingface/datasets/issues/4497 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4497/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4497/comments | https://api.github.com/repos/huggingface/datasets/issues/4497/events | https://github.com/huggingface/datasets/pull/4497 | 1,271,964,338 | 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... | 1,655,286,273,000 | 1,655,289,208,000 | 1,655,288,624,000 | MEMBER | null | 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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"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(.*, \\(.... | 1,655,285,356,000 | 1,655,286,253,000 | null | CONTRIBUTOR | null | 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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"_The documentation is not available anymore as the PR was closed or merged._"
] | 1,655,281,070,000 | 1,655,311,249,000 | 1,655,283,249,000 | MEMBER | null | 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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https://api.github.com/repos/huggingface/datasets/issues/4494 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4494/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4494/comments | https://api.github.com/repos/huggingface/datasets/issues/4494/events | https://github.com/huggingface/datasets/issues/4494 | 1,271,850,599 | I_kwDODunzps5LzuZn | 4,494 | Patching fails for modules that are not installed or don't exist | {
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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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https://api.github.com/repos/huggingface/datasets/issues/4493 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4493/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4493/comments | https://api.github.com/repos/huggingface/datasets/issues/4493/events | https://github.com/huggingface/datasets/pull/4493 | 1,271,306,385 | PR_kwDODunzps45qL7J | 4,493 | Add `@transmit_format` in `flatten`, `rename_column`, and `rename_columns` | {
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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.",
... | 1,655,237,349,000 | 1,655,310,206,000 | null | CONTRIBUTOR | null | As suggested by @mariosasko in https://github.com/huggingface/datasets/pull/4411, we should include the `@format_columns` decorator to `flatten`, `rename_column`, and `rename_columns` so as to ensure that the value of `_format_columns` in an `ArrowDataset` is properly updated. | {
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https://api.github.com/repos/huggingface/datasets/issues/4492 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4492/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4492/comments | https://api.github.com/repos/huggingface/datasets/issues/4492/events | https://github.com/huggingface/datasets/pull/4492 | 1,271,112,497 | PR_kwDODunzps45pktu | 4,492 | Pin the revision in imagenet download links | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | 1,655,226,917,000 | 1,655,228,113,000 | 1,655,227,545,000 | MEMBER | null | 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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https://api.github.com/repos/huggingface/datasets/issues/4491 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4491/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4491/comments | https://api.github.com/repos/huggingface/datasets/issues/4491/events | https://github.com/huggingface/datasets/issues/4491 | 1,270,803,822 | I_kwDODunzps5Lvu1u | 4,491 | 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."
] | 1,655,212,990,000 | 1,655,217,441,000 | 1,655,217,273,000 | NONE | null | ### 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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The PyTorch API of nested tensors is in the prototype stage, so wait for it to become more mature. | {
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https://api.github.com/repos/huggingface/datasets/issues/4488 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4488/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4488/comments | https://api.github.com/repos/huggingface/datasets/issues/4488/events | https://github.com/huggingface/datasets/pull/4488 | 1,270,613,857 | PR_kwDODunzps45n6Ja | 4,488 | Update PASS dataset version | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | 1,655,203,634,000 | 1,655,224,915,000 | 1,655,224,348,000 | CONTRIBUTOR | null | 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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] | 1,655,199,213,000 | 1,655,269,762,000 | 1,655,269,189,000 | MEMBER | null | This PR:
- Adds support for streaming UDHR dataset
- Adds the BCP 47 language code as feature | {
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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... | 1,655,130,019,000 | 1,655,314,747,000 | null | NONE | null | 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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https://api.github.com/repos/huggingface/datasets/issues/4485 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4485/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4485/comments | https://api.github.com/repos/huggingface/datasets/issues/4485/events | https://github.com/huggingface/datasets/pull/4485 | 1,269,463,054 | PR_kwDODunzps45kD7A | 4,485 | Fix cast to null | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | 1,655,127,872,000 | 1,655,214,234,000 | 1,655,213,654,000 | MEMBER | null | 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://api.github.com/repos/huggingface/datasets/issues/4484 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4484/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4484/comments | https://api.github.com/repos/huggingface/datasets/issues/4484/events | https://github.com/huggingface/datasets/pull/4484 | 1,269,383,811 | 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 :)"
] | 1,655,124,277,000 | 1,655,128,831,000 | 1,655,128,247,000 | MEMBER | null | 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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https://api.github.com/repos/huggingface/datasets/issues/4483 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4483/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4483/comments | https://api.github.com/repos/huggingface/datasets/issues/4483/events | https://github.com/huggingface/datasets/issues/4483 | 1,269,253,840 | I_kwDODunzps5Lp0bQ | 4,483 | Dataset.map throws pyarrow.lib.ArrowNotImplementedError when converting from list of empty lists | {
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"Hi @sanderland ! Thanks for reporting :) This is a bug, I opened a PR to fix it. We'll do a new release soon\r\n\r\nIn the meantime you can fix it by specifying in advance that the \"label\" are integers:\r\n```python\r\nimport numpy as np\r\n\r\nds = Dataset.from_dict(\r\n {\r\n \"text\": [\"the lazy do... | 1,655,117,272,000 | 1,655,213,654,000 | 1,655,213,654,000 | NONE | null | ## Describe the bug
Dataset.map throws pyarrow.lib.ArrowNotImplementedError: Unsupported cast from int64 to null using function cast_null when converting from a type of 'empty lists' to 'lists with some type'.
This appears to be due to the interaction of arrow internals and some assumptions made by datasets.
T... | {
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https://api.github.com/repos/huggingface/datasets/issues/4482 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4482/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4482/comments | https://api.github.com/repos/huggingface/datasets/issues/4482/events | https://github.com/huggingface/datasets/pull/4482 | 1,269,237,447 | PR_kwDODunzps45jS_c | 4,482 | Test that TensorFlow is not imported on startup | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4482). All of your documentation changes will be reflected on that endpoint."
] | 1,655,116,429,000 | 1,655,122,701,000 | null | MEMBER | null | TF takes some time to be imported, and also uses some GPU memory.
I just added a test to make sure that in the future it's never imported by default when
```python
import datasets
```
is called.
Right now this fails because `huggingface_hub` does import tensorflow (though this is fixed now on their `main` bra... | {
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https://api.github.com/repos/huggingface/datasets/issues/4481 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4481/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4481/comments | https://api.github.com/repos/huggingface/datasets/issues/4481/events | https://github.com/huggingface/datasets/pull/4481 | 1,269,187,792 | PR_kwDODunzps45jIRi | 4,481 | Fix iwslt2017 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"CI fails are just abut missing tags in the dataset card, merging !"
] | 1,655,113,881,000 | 1,655,117,397,000 | 1,655,116,818,000 | MEMBER | null | The files were moved to google drive, I hosted them on the Hub instead (ok according to the license)
I also updated the `datasets_infos.json` | {
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https://api.github.com/repos/huggingface/datasets/issues/4480 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4480/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4480/comments | https://api.github.com/repos/huggingface/datasets/issues/4480/events | https://github.com/huggingface/datasets/issues/4480 | 1,268,921,567 | I_kwDODunzps5LojTf | 4,480 | Bigbench tensorflow GPU dependency | {
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"Thanks for reporting ! :) cc @andersjohanandreassen can you take a look at this ?\r\n\r\nAlso @cceyda feel free to open an issue at [BIG-Bench](https://github.com/google/BIG-bench) as well regarding the `AttributeError`",
"I'm on vacation for the next week, so won't be able to do much debugging at the moment. So... | 1,655,097,846,000 | 1,655,235,924,000 | 1,655,235,923,000 | CONTRIBUTOR | null | ## Describe the bug
Loading bigbech
```py
from datasets import load_dataset
dataset = load_dataset("bigbench","swedish_to_german_proverbs")
```
tries to use gpu and fails with OOM with the following error
```
Downloading and preparing dataset bigbench/swedish_to_german_proverbs (download: Unknown size, genera... | {
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https://api.github.com/repos/huggingface/datasets/issues/4479 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4479/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4479/comments | https://api.github.com/repos/huggingface/datasets/issues/4479/events | https://github.com/huggingface/datasets/pull/4479 | 1,268,558,237 | PR_kwDODunzps45hHtZ | 4,479 | Include entity positions as feature in ReCoRD | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4479). All of your documentation changes will be reflected on that endpoint."
] | 1,655,034,988,000 | 1,655,036,946,000 | null | CONTRIBUTOR | null | https://huggingface.co/datasets/super_glue/viewer/record/validation
TLDR: We need to record entity positions, which included in the source data but excluded by the loading script, to enable efficient and effective training for ReCoRD.
Currently, the loading script ignores the entity positions ("entity_start", "en... | {
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https://api.github.com/repos/huggingface/datasets/issues/4478 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4478/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4478/comments | https://api.github.com/repos/huggingface/datasets/issues/4478/events | https://github.com/huggingface/datasets/issues/4478 | 1,268,358,213 | I_kwDODunzps5LmZxF | 4,478 | Dataset slow during model training | {
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"Hi ! cc @Rocketknight1 maybe you know better ?\r\n\r\nI'm not too familiar with `tf.data.experimental.save`. Note that `datasets` uses memory mapping, so depending on your hardware and the disk you are using you can expect performance differences with a dataset loaded in RAM",
"Hi @lehrig, I suspect what's happe... | 1,654,976,419,000 | 1,655,208,271,000 | null | NONE | null | ## Describe the bug
While migrating towards 🤗 Datasets, I encountered an odd performance degradation: training suddenly slows down dramatically. I train with an image dataset using Keras and execute a `to_tf_dataset` just before training.
First, I have optimized my dataset following https://discuss.huggingface.co/... | {
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https://api.github.com/repos/huggingface/datasets/issues/4477 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4477/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4477/comments | https://api.github.com/repos/huggingface/datasets/issues/4477/events | https://github.com/huggingface/datasets/issues/4477 | 1,268,308,986 | I_kwDODunzps5LmNv6 | 4,477 | Dataset Viewer issue for fgrezes/WIESP2022-NER | {
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"https://huggingface.co/datasets/fgrezes/WIESP2022-NER\r\n\r\nThe error:\r\n\r\n```\r\nMessage: Couldn't find a dataset script at /src/services/worker/fgrezes/WIESP2022-NER/WIESP2022-NER.py or any data file in the same directory. Couldn't find 'fgrezes/WIESP2022-NER' on the Hugging Face Hub either: FileNotFou... | 1,654,962,557,000 | 1,655,114,366,000 | null | NONE | null | ### Link
_No response_
### Description
_No response_
### Owner
_No response_ | {
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https://api.github.com/repos/huggingface/datasets/issues/4476 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4476/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4476/comments | https://api.github.com/repos/huggingface/datasets/issues/4476/events | https://github.com/huggingface/datasets/issues/4476 | 1,267,987,499 | I_kwDODunzps5Lk_Qr | 4,476 | `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... | 1,654,892,731,000 | 1,655,314,901,000 | 1,655,314,901,000 | CONTRIBUTOR | null | **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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https://api.github.com/repos/huggingface/datasets/issues/4475 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4475/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4475/comments | https://api.github.com/repos/huggingface/datasets/issues/4475/events | https://github.com/huggingface/datasets/pull/4475 | 1,267,798,451 | PR_kwDODunzps45eufw | 4,475 | Improve error message for missing pacakges from inside dataset script | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"I opened a PR before I noticed yours ^^' You can find it here: https://github.com/huggingface/datasets/pull/4484\r\n\r\nThe only comment I have regarding your message is that it possibly shows several `pip install` commands, whereas ... | 1,654,880,376,000 | 1,655,126,787,000 | 1,655,126,203,000 | CONTRIBUTOR | null | Improve the error message for missing packages from inside a dataset script:
With this change, the error message for missing packages for `bigbench` looks as follows:
```
ImportError: To be able to use bigbench, you need to install the following dependencies:
- 'bigbench' using 'pip install "bigbench @ ht... | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | 1,654,878,349,000 | 1,655,217,632,000 | 1,655,215,473,000 | MEMBER | null | Currently the docs about PyTorch are scattered around different pages, and we were missing a place to explain more in depth how to use and optimize a dataset for PyTorch. This PR is related to #4457 which is the TF counterpart :)
cc @Rocketknight1 we can try to align both documentations contents now I think
cc @s... | {
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https://api.github.com/repos/huggingface/datasets/issues/4473 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4473/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4473/comments | https://api.github.com/repos/huggingface/datasets/issues/4473/events | https://github.com/huggingface/datasets/pull/4473 | 1,267,555,994 | PR_kwDODunzps45d5-R | 4,473 | Add SST-2 dataset | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"on the hub this dataset is referenced as `sst-2` not `sst2` – is there a canonical orthography? If not, could we name it `sst-2`?",
"@julien-c, we normally do not use hyphens for dataset names: whenever the original dataset name co... | 1,654,868,246,000 | 1,655,129,494,000 | 1,655,128,869,000 | MEMBER | null | Add SST-2 dataset.
Currently it is part of GLUE benchmark.
This PR adds it as a standalone dataset.
CC: @julien-c | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | 1,654,864,691,000 | 1,654,866,311,000 | 1,654,865,757,000 | MEMBER | null | The hub now returns 401 instead of 404 for unauthenticated requests to non-existing repos.
This PR add support for the 401 error and fixes the CI fails on `master` | {
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https://api.github.com/repos/huggingface/datasets/issues/4471 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4471/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4471/comments | https://api.github.com/repos/huggingface/datasets/issues/4471/events | https://github.com/huggingface/datasets/issues/4471 | 1,267,475,268 | I_kwDODunzps5LjCNE | 4,471 | CI error with repo lhoestq/_dummy | {
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"fixed by https://github.com/huggingface/datasets/pull/4472"
] | 1,654,863,966,000 | 1,654,867,493,000 | 1,654,867,493,000 | MEMBER | null | ## Describe the bug
CI is failing because of repo "lhoestq/_dummy". See: https://app.circleci.com/pipelines/github/huggingface/datasets/12461/workflows/1b040b45-9578-4ab9-8c44-c643c4eb8691/jobs/74269
```
requests.exceptions.HTTPError: 401 Client Error: Unauthorized for url: https://huggingface.co/api/datasets/lhoest... | {
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https://api.github.com/repos/huggingface/datasets/issues/4469 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4469/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4469/comments | https://api.github.com/repos/huggingface/datasets/issues/4469/events | https://github.com/huggingface/datasets/pull/4469 | 1,267,213,849 | PR_kwDODunzps45cweQ | 4,469 | Replace data URLs in wider_face dataset once hosted on the Hub | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | 1,654,848,805,000 | 1,654,879,328,000 | 1,654,878,766,000 | MEMBER | null | This PR replaces the URLs of data files in Google Drive with our Hub ones, once the data owners have approved to host their data on the Hub.
They also informed us that their dataset is licensed under CC BY-NC-ND. | {
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] | 1,654,812,044,000 | 1,655,223,722,000 | 1,655,223,120,000 | MEMBER | null | This PR updates the tutorials to be more generalizable to all modalities. After reading the tutorials, a user should be able to load any type of dataset, know how to index into and slice a dataset, and do the most basic/common type of preprocessing (tokenization, resampling, applying transforms) depending on their data... | {
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https://api.github.com/repos/huggingface/datasets/issues/4467 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4467/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4467/comments | https://api.github.com/repos/huggingface/datasets/issues/4467/events | https://github.com/huggingface/datasets/issues/4467 | 1,266,218,358 | I_kwDODunzps5LePV2 | 4,467 | Transcript string 'null' converted to [None] by load_dataset() | {
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"Hi @mbarnig, thanks for reporting.\r\n\r\nPlease note that is an expected behavior by `pandas` (we use the `pandas` library to parse CSV files): https://pandas.pydata.org/docs/reference/api/pandas.read_csv.html\r\n```\r\nBy default the following values are interpreted as NaN: \r\n‘’, ‘#N/A’, ‘#N/A N/A’, ‘#NA’, ‘-1... | 1,654,784,760,000 | 1,654,797,337,000 | 1,654,792,142,000 | NONE | null | ## Issue
I am training a luxembourgish speech-recognition model in Colab with a custom dataset, including a dictionary of luxembourgish words, for example the speaken numbers 0 to 9. When preparing the dataset with the script
`ds_train1 = mydataset.map(prepare_dataset)`
the following error was issued:
``` ... | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"I thought of just mentioning the benefits I got. Here's the code that @lhoestq provided:\r\n\r\n```py\r\nimport os\r\nfrom datasets import load_dataset\r\nfrom tqdm.auto import tqdm\r\n\r\nds = load_dataset(\"squad\", split=\"train\"... | 1,654,782,339,000 | 1,655,222,670,000 | 1,655,222,085,000 | MEMBER | null | Currently `.shard()` and `.select()` always create an indices mapping. However if the requested data are contiguous, it's much more optimized to simply slice the Arrow table instead of building an indices mapping. In particular:
- the shard/select operation will be much faster
- reading speed will be much faster in t... | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | 1,654,757,905,000 | 1,654,764,204,000 | 1,654,763,656,000 | MEMBER | null | This PR extends the support in streaming mode for datasets that use `xml.dom.minidom.parse`, by patching that function.
This PR adds support for streaming datasets like "Yaxin/SemEval2015".
Fix #4453. | {
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https://api.github.com/repos/huggingface/datasets/issues/4462 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4462/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4462/comments | https://api.github.com/repos/huggingface/datasets/issues/4462/events | https://github.com/huggingface/datasets/issues/4462 | 1,265,079,347 | I_kwDODunzps5LZ5Qz | 4,462 | NonMatchingSplitsSizesError when passing a dataset configuration parameter | {
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"Why not adding `max_examples` as part of the config name?",
"Yup it can also work, and maybe it's simpler this way. Opening a PR to fix bigbench instead of https://github.com/huggingface/datasets/pull/4463"
] | 1,654,709,484,000 | 1,654,784,958,000 | 1,654,784,958,000 | MEMBER | null | As noticed in https://github.com/huggingface/datasets/pull/4125 when a dataset config class has a parameter that reduces the number of examples (e.g. named `max_examples`), then loading the dataset and passing `max_examples` raises `NonMatchingSplitsSizesError`.
This is because it will check for expected the number ... | {
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https://api.github.com/repos/huggingface/datasets/issues/4461 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4461/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4461/comments | https://api.github.com/repos/huggingface/datasets/issues/4461/events | https://github.com/huggingface/datasets/issues/4461 | 1,264,800,451 | I_kwDODunzps5LY1LD | 4,461 | AttributeError: module 'datasets' has no attribute 'load_dataset' | {
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I have piped install datasets, but this package doesn't have these attributes: load_dataset, load_metric.
## Environment info
- `datasets` version: 1.9.0
- Platform: Linux-5.13.0-44-generic-x86_64-with-debian-bullseye-sid
- Python version: 3.6.13
- PyArrow version: 6.0.1
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https://api.github.com/repos/huggingface/datasets/issues/4460 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4460/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4460/comments | https://api.github.com/repos/huggingface/datasets/issues/4460/events | https://github.com/huggingface/datasets/pull/4460 | 1,264,644,205 | PR_kwDODunzps45UHIs | 4,460 | Drop Python 3.6 support | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4460). All of your documentation changes will be reflected on that endpoint."
] | 1,654,690,218,000 | 1,655,133,773,000 | null | CONTRIBUTOR | null | Remove the fallback imports/checks in the code needed for Python 3.6 and update the requirements/CI files.
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https://api.github.com/repos/huggingface/datasets/issues/4459 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4459/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4459/comments | https://api.github.com/repos/huggingface/datasets/issues/4459/events | https://github.com/huggingface/datasets/pull/4459 | 1,264,636,481 | PR_kwDODunzps45UFc8 | 4,459 | Add and fix language tags for udhr dataset | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | 1,654,689,822,000 | 1,654,691,784,000 | 1,654,691,233,000 | MEMBER | null | Related to #4362. | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"Some links are still missing I think :)",
"This is probably quite close to being ready, so cc some TF people @gante @amyeroberts @merveenoyan just so they see it! No need for a full review, but if you have any comments or suggestio... | 1,654,618,008,000 | 1,655,222,921,000 | 1,655,222,348,000 | MEMBER | null | I might cc a few of the other TF people to take a look when this is closer to being finished, but it's still a draft for now. | {
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