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https://api.github.com/repos/huggingface/datasets/issues/5513 | 5,513 | Some functions use a param named `type` shouldn't that be avoided since it's a Python reserved name? | Hi @mariosasko, @lhoestq, or whoever reads this! :)
After going through `ArrowDataset.set_format` I found out that the `type` param is actually named `type` which is a Python reserved name as you may already know, shouldn't that be renamed to `format_type` before the 3.0.0 is released?
Just wanted to get your inp... | closed | 2023-02-08T15:13:46 | https://api.github.com/repos/huggingface/datasets/issues/5513/comments | null | false | Some functions use a param named `type` shouldn't that be avoided since it's a Python reserved name?
Hi @mariosasko, @lhoestq, or whoever reads this! :)
After going through `ArrowDataset.set_format` I found out that the `type` param is actually named `type` which is a Python reserved name as you may already know, sh... | [
"Hi! Let's not do this - renaming it would be a breaking change, and going through the deprecation cycle is only worth it if it improves user experience.",
"Hi @mariosasko, ok it makes sense. Anyway, don't you think it's worth it at some point to start a deprecation cycle e.g. `fs` in `load_from_disk`? It doesn't... |
https://api.github.com/repos/huggingface/datasets/issues/5512 | 5,512 | Speed up batched PyTorch DataLoader | I implemented `__getitems__` to speed up batched data loading in PyTorch
close https://github.com/huggingface/datasets/issues/5505 | closed | 2023-02-08T13:38:59 | https://api.github.com/repos/huggingface/datasets/issues/5512/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5512",
"html_url": "https://github.com/huggingface/datasets/pull/5512",
"diff_url": "https://github.com/huggingface/datasets/pull/5512.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5512.patch",
"merged_at": "2023-02-19T18:27... | true | Speed up batched PyTorch DataLoader
I implemented `__getitems__` to speed up batched data loading in PyTorch
close https://github.com/huggingface/datasets/issues/5505 | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<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 | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5511 | 5,511 | Creating a dummy dataset from a bigger one | ### Describe the bug
I often want to create a dummy dataset from a bigger dataset for fast iteration when training. However, I'm having a hard time doing this especially when trying to upload the dataset to the Hub.
### Steps to reproduce the bug
```python
from datasets import load_dataset
dataset = load_dataset... | closed | 2023-02-08T10:18:41 | https://api.github.com/repos/huggingface/datasets/issues/5511/comments | null | false | Creating a dummy dataset from a bigger one
### Describe the bug
I often want to create a dummy dataset from a bigger dataset for fast iteration when training. However, I'm having a hard time doing this especially when trying to upload the dataset to the Hub.
### Steps to reproduce the bug
```python
from datasets im... | [
"Update `datasets` or downgrade `huggingface-hub` ;)\r\n\r\nThe `huggingface-hub` lib did a breaking change a few months ago, and you're using an old version of `datasets` that does't support it",
"Awesome thanks a lot! Everything works just fine with `datasets==2.9.0` :-) ",
"Getting same error with latest ver... |
https://api.github.com/repos/huggingface/datasets/issues/5510 | 5,510 | Milvus integration for search | Signed-off-by: Filip Haltmayer <filip.haltmayer@zilliz.com> | open | 2023-02-07T23:30:26 | https://api.github.com/repos/huggingface/datasets/issues/5510/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5510",
"html_url": "https://github.com/huggingface/datasets/pull/5510",
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"patch_url": "https://github.com/huggingface/datasets/pull/5510.patch",
"merged_at": null
} | true | Milvus integration for search
Signed-off-by: Filip Haltmayer <filip.haltmayer@zilliz.com> | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5510). All of your documentation changes will be reflected on that endpoint.",
"To the maintainer, sorry about the repeated run requests for formatting. Missed the `make style` outlined in contributing guidelines. ",
"Anythin... |
https://api.github.com/repos/huggingface/datasets/issues/5509 | 5,509 | Add a static `__all__` to `__init__.py` for typecheckers | This adds a static `__all__` field to `__init__.py`, allowing typecheckers to know which symbols are accessible from `datasets` at runtime. In particular [Pyright](https://github.com/microsoft/pylance-release/issues/2328#issuecomment-1029381258) seems to rely on this. At this point I have added all (modulo oversight) t... | open | 2023-02-07T11:42:40 | https://api.github.com/repos/huggingface/datasets/issues/5509/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5509",
"html_url": "https://github.com/huggingface/datasets/pull/5509",
"diff_url": "https://github.com/huggingface/datasets/pull/5509.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5509.patch",
"merged_at": null
} | true | Add a static `__all__` to `__init__.py` for typecheckers
This adds a static `__all__` field to `__init__.py`, allowing typecheckers to know which symbols are accessible from `datasets` at runtime. In particular [Pyright](https://github.com/microsoft/pylance-release/issues/2328#issuecomment-1029381258) seems to rely on ... | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5509). All of your documentation changes will be reflected on that endpoint.",
"Hi! I've commented on the original issue to provide some context. Feel free to share your opinion there."
] |
https://api.github.com/repos/huggingface/datasets/issues/5508 | 5,508 | Saving a dataset after setting format to torch doesn't work, but only if filtering | ### Describe the bug
Saving a dataset after setting format to torch doesn't work, but only if filtering
### Steps to reproduce the bug
```
a = Dataset.from_dict({"b": [1, 2]})
a.set_format('torch')
a.save_to_disk("test_save") # saves successfully
a.filter(None).save_to_disk("test_save_filter") # does not
>> [..... | closed | 2023-02-06T21:08:58 | https://api.github.com/repos/huggingface/datasets/issues/5508/comments | null | false | Saving a dataset after setting format to torch doesn't work, but only if filtering
### Describe the bug
Saving a dataset after setting format to torch doesn't work, but only if filtering
### Steps to reproduce the bug
```
a = Dataset.from_dict({"b": [1, 2]})
a.set_format('torch')
a.save_to_disk("test_save") # sav... | [
"Hey, I'm a research engineer working on language modelling wanting to contribute to open source. I was wondering if I could give it a shot?",
"Hi! This issue was fixed in https://github.com/huggingface/datasets/pull/4972, so please install `datasets>=2.5.0` to avoid it."
] |
https://api.github.com/repos/huggingface/datasets/issues/5507 | 5,507 | Optimise behaviour in respect to indices mapping | _Originally [posted](https://huggingface.slack.com/archives/C02V51Q3800/p1675443873878489?thread_ts=1675418893.373479&cid=C02V51Q3800) on Slack_
Considering all this, perhaps for Datasets 3.0, we can do the following:
* [ ] have `continuous=True` by default in `.shard` (requested in the survey and makes more sense... | open | 2023-02-06T14:25:55 | https://api.github.com/repos/huggingface/datasets/issues/5507/comments | null | false | Optimise behaviour in respect to indices mapping
_Originally [posted](https://huggingface.slack.com/archives/C02V51Q3800/p1675443873878489?thread_ts=1675418893.373479&cid=C02V51Q3800) on Slack_
Considering all this, perhaps for Datasets 3.0, we can do the following:
* [ ] have `continuous=True` by default in `.shar... | [] |
https://api.github.com/repos/huggingface/datasets/issues/5506 | 5,506 | IterableDataset and Dataset return different batch sizes when using Trainer with multiple GPUs | ### Describe the bug
I am training a Roberta model using 2 GPUs and the `Trainer` API with a batch size of 256.
Initially I used a standard `Dataset`, but had issues with slow data loading. After reading [this issue](https://github.com/huggingface/datasets/issues/2252), I swapped to loading my dataset as contiguous... | closed | 2023-02-06T03:26:03 | https://api.github.com/repos/huggingface/datasets/issues/5506/comments | null | false | IterableDataset and Dataset return different batch sizes when using Trainer with multiple GPUs
### Describe the bug
I am training a Roberta model using 2 GPUs and the `Trainer` API with a batch size of 256.
Initially I used a standard `Dataset`, but had issues with slow data loading. After reading [this issue](http... | [
"Hi ! `datasets` doesn't do batching - the PyTorch DataLoader does and is created by the `Trainer`. Do you pass other arguments to training_args with respect to data loading ?\r\n\r\nAlso we recently released `.to_iterable_dataset` that does pretty much what you implemented, but using contiguous shards to get a bet... |
https://api.github.com/repos/huggingface/datasets/issues/5505 | 5,505 | PyTorch BatchSampler still loads from Dataset one-by-one | ### Describe the bug
In [the docs here](https://huggingface.co/docs/datasets/use_with_pytorch#use-a-batchsampler), it mentions the issue of the Dataset being read one-by-one, then states that using a BatchSampler resolves the issue.
I'm not sure if this is a mistake in the docs or the code, but it seems that the on... | closed | 2023-02-06T01:14:55 | https://api.github.com/repos/huggingface/datasets/issues/5505/comments | null | false | PyTorch BatchSampler still loads from Dataset one-by-one
### Describe the bug
In [the docs here](https://huggingface.co/docs/datasets/use_with_pytorch#use-a-batchsampler), it mentions the issue of the Dataset being read one-by-one, then states that using a BatchSampler resolves the issue.
I'm not sure if this is a ... | [
"This change seems to come from a few months ago in the PyTorch side. That's good news and it means we may not need to pass a batch_sampler as soon as we add `Dataset.__getitems__` to get the optimal speed :)\r\n\r\nThanks for reporting ! Would you like to open a PR to add `__getitems__` and remove this outdated do... |
https://api.github.com/repos/huggingface/datasets/issues/5504 | 5,504 | don't zero copy timestamps | Fixes https://github.com/huggingface/datasets/issues/5495
I'm not sure whether we prefer a test here or if timestamps are known to be unsupported (like booleans). The current test at least covers the bug | closed | 2023-02-03T23:39:04 | https://api.github.com/repos/huggingface/datasets/issues/5504/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5504",
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"merged_at": "2023-02-08T14:33... | true | don't zero copy timestamps
Fixes https://github.com/huggingface/datasets/issues/5495
I'm not sure whether we prefer a test here or if timestamps are known to be unsupported (like booleans). The current test at least covers the bug | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<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 | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5502 | 5,502 | Added functionality: sort datasets by multiple keys | Added functionality implementation: sort datasets by multiple keys/columns as discussed in https://github.com/huggingface/datasets/issues/5425. | closed | 2023-02-03T16:17:00 | https://api.github.com/repos/huggingface/datasets/issues/5502/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5502",
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"merged_at": "2023-02-21T14:39... | true | Added functionality: sort datasets by multiple keys
Added functionality implementation: sort datasets by multiple keys/columns as discussed in https://github.com/huggingface/datasets/issues/5425. | [
"_The documentation is not available anymore as the PR was closed or merged._",
"> Thanks! I've left some comments.\r\n> \r\n> We should also add some tests, mainly to make sure `reverse` behaves as expected. Let me know if you need help with that.\r\n\r\nThanks for the offer! I couldn't find any guidelines on ho... |
https://api.github.com/repos/huggingface/datasets/issues/5501 | 5,501 | Increase chunk size for speeding up file downloads | Original fix: https://github.com/huggingface/huggingface_hub/pull/1267
Not sure this function is actually still called though.
I haven't done benches on this. Is there a dataset where files are hosted on the hub through cloudfront so we can have the same setup as in `hf_hub` ? | open | 2023-02-03T10:50:10 | https://api.github.com/repos/huggingface/datasets/issues/5501/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5501",
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"merged_at": null
} | true | Increase chunk size for speeding up file downloads
Original fix: https://github.com/huggingface/huggingface_hub/pull/1267
Not sure this function is actually still called though.
I haven't done benches on this. Is there a dataset where files are hosted on the hub through cloudfront so we can have the same setup as i... | [
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5501). All of your documentation changes will be reflected on that endpoint.",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchma... |
https://api.github.com/repos/huggingface/datasets/issues/5500 | 5,500 | WMT19 custom download checksum error | ### Describe the bug
I use the following scripts to download data from WMT19:
```python
import datasets
from datasets import inspect_dataset, load_dataset_builder
from wmt19.wmt_utils import _TRAIN_SUBSETS,_DEV_SUBSETS
## this is a must due to: https://discuss.huggingface.co/t/load-dataset-hangs-with-local-fi... | closed | 2023-02-03T05:45:37 | https://api.github.com/repos/huggingface/datasets/issues/5500/comments | null | false | WMT19 custom download checksum error
### Describe the bug
I use the following scripts to download data from WMT19:
```python
import datasets
from datasets import inspect_dataset, load_dataset_builder
from wmt19.wmt_utils import _TRAIN_SUBSETS,_DEV_SUBSETS
## this is a must due to: https://discuss.huggingface.... | [
"I update the `datatsets` version and it works."
] |
https://api.github.com/repos/huggingface/datasets/issues/5499 | 5,499 | `load_dataset` has ~4 seconds of overhead for cached data | ### Feature request
When loading a dataset that has been cached locally, the `load_dataset` function takes a lot longer than it should take to fetch the dataset from disk (or memory).
This is particularly noticeable for smaller datasets. For example, wikitext-2, comparing `load_data` (once cached) and `load_from_disk... | open | 2023-02-02T23:34:50 | https://api.github.com/repos/huggingface/datasets/issues/5499/comments | null | false | `load_dataset` has ~4 seconds of overhead for cached data
### Feature request
When loading a dataset that has been cached locally, the `load_dataset` function takes a lot longer than it should take to fetch the dataset from disk (or memory).
This is particularly noticeable for smaller datasets. For example, wikitext-... | [
"Hi ! To skip the verification step that checks if newer data exist, you can enable offline mode with `HF_DATASETS_OFFLINE=1`.\r\n\r\nAlthough I agree this step should be much faster for datasets hosted on the HF Hub - we could just compare the commit hash from the local data and the remote git repository. We're no... |
https://api.github.com/repos/huggingface/datasets/issues/5498 | 5,498 | TypeError: 'bool' object is not iterable when filtering a datasets.arrow_dataset.Dataset | ### Describe the bug
Hi,
Thanks for the amazing work on the library!
**Describe the bug**
I think I might have noticed a small bug in the filter method.
Having loaded a dataset using `load_dataset`, when I try to filter out empty entries with `batched=True`, I get a TypeError.
### Steps to reproduce the ... | closed | 2023-02-02T14:46:49 | https://api.github.com/repos/huggingface/datasets/issues/5498/comments | null | false | TypeError: 'bool' object is not iterable when filtering a datasets.arrow_dataset.Dataset
### Describe the bug
Hi,
Thanks for the amazing work on the library!
**Describe the bug**
I think I might have noticed a small bug in the filter method.
Having loaded a dataset using `load_dataset`, when I try to filt... | [
"Hi! Instead of a single boolean, your filter function should return an iterable (of booleans) in the batched mode like so:\r\n```python\r\ntrain_dataset = train_dataset.filter(\r\n function=lambda batch: [image is not None for image in batch[\"image\"]], \r\n batched=True,\r\n batc... |
https://api.github.com/repos/huggingface/datasets/issues/5497 | 5,497 | Improved error message for gated/private repos | Using `use_auth_token=True` is not needed anymore. If a user logged in, the token will be automatically retrieved. Also include a mention for gated repos
See https://github.com/huggingface/huggingface_hub/pull/1064 | closed | 2023-02-02T08:56:15 | https://api.github.com/repos/huggingface/datasets/issues/5497/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5497",
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"merged_at": "2023-02-02T11:17... | true | Improved error message for gated/private repos
Using `use_auth_token=True` is not needed anymore. If a user logged in, the token will be automatically retrieved. Also include a mention for gated repos
See https://github.com/huggingface/huggingface_hub/pull/1064 | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<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 | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5496 | 5,496 | Add a `reduce` method | ### Feature request
Right now the `Dataset` class implements `map()` and `filter()`, but leaves out the third functional idiom popular among Python users: `reduce`.
### Motivation
A `reduce` method is often useful when calculating dataset statistics, for example, the occurrence of a particular n-gram or the average... | closed | 2023-02-02T04:30:22 | https://api.github.com/repos/huggingface/datasets/issues/5496/comments | null | false | Add a `reduce` method
### Feature request
Right now the `Dataset` class implements `map()` and `filter()`, but leaves out the third functional idiom popular among Python users: `reduce`.
### Motivation
A `reduce` method is often useful when calculating dataset statistics, for example, the occurrence of a particular... | [
"Hi! Sure, feel free to open a PR, so we can see the API you have in mind.",
"I would like to give it a go! #self-assign",
"Closing as `Dataset.map` can be used instead (see https://github.com/huggingface/datasets/pull/5533#issuecomment-1440571658 and https://github.com/huggingface/datasets/pull/5533#issuecomme... |
https://api.github.com/repos/huggingface/datasets/issues/5495 | 5,495 | to_tf_dataset fails with datetime UTC columns even if not included in columns argument | ### Describe the bug
There appears to be some eager behavior in `to_tf_dataset` that runs against every column in a dataset even if they aren't included in the columns argument. This is problematic with datetime UTC columns due to them not working with zero copy. If I don't have UTC information in my datetime column... | closed | 2023-02-01T20:47:33 | https://api.github.com/repos/huggingface/datasets/issues/5495/comments | null | false | to_tf_dataset fails with datetime UTC columns even if not included in columns argument
### Describe the bug
There appears to be some eager behavior in `to_tf_dataset` that runs against every column in a dataset even if they aren't included in the columns argument. This is problematic with datetime UTC columns due to... | [
"Hi! This is indeed a bug in our zero-copy logic.\r\n\r\nTo fix it, instead of the line:\r\nhttps://github.com/huggingface/datasets/blob/7cfac43b980ab9e4a69c2328f085770996323005/src/datasets/features/features.py#L702\r\n\r\nwe should have:\r\n```python\r\nreturn pa.types.is_primitive(pa_type) and not (pa.types.is_b... |
https://api.github.com/repos/huggingface/datasets/issues/5494 | 5,494 | Update audio installation doc page | Our [installation documentation page](https://huggingface.co/docs/datasets/installation#audio) says that one can use Datasets for mp3 only with `torchaudio<0.12`. `torchaudio>0.12` is actually supported too but requires a specific version of ffmpeg which is not easily installed on all linux versions but there is a cust... | closed | 2023-02-01T19:07:50 | https://api.github.com/repos/huggingface/datasets/issues/5494/comments | null | false | Update audio installation doc page
Our [installation documentation page](https://huggingface.co/docs/datasets/installation#audio) says that one can use Datasets for mp3 only with `torchaudio<0.12`. `torchaudio>0.12` is actually supported too but requires a specific version of ffmpeg which is not easily installed on all... | [
"Totally agree, the docs should be in sync with our code.\r\n\r\nIndeed to avoid confusing users, I think we should have updated the docs at the same time as this PR:\r\n- #5167",
"@albertvillanova yeah sure I should have, but I forgot back then, sorry for that 😶",
"No, @polinaeterna, nothing to be sorry about... |
https://api.github.com/repos/huggingface/datasets/issues/5493 | 5,493 | Remove unused `load_from_cache_file` arg from `Dataset.shard()` docstring | null | closed | 2023-02-01T18:57:48 | https://api.github.com/repos/huggingface/datasets/issues/5493/comments | {
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"merged_at": "2023-02-08T15:03... | true | Remove unused `load_from_cache_file` arg from `Dataset.shard()` docstring
| [
"_The documentation is not available anymore as the PR was closed or merged._",
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5493). All of your documentation changes will be reflected on that endpoint.",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n... |
https://api.github.com/repos/huggingface/datasets/issues/5492 | 5,492 | Push_to_hub in a pull request | Right now `ds.push_to_hub()` can push a dataset on `main` or on a new branch with `branch=`, but there is no way to open a pull request. Even passing `branch=refs/pr/x` doesn't seem to work: it tries to create a branch with that name
cc @nateraw
It should be possible to tweak the use of `huggingface_hub` in `pus... | closed | 2023-02-01T18:32:14 | https://api.github.com/repos/huggingface/datasets/issues/5492/comments | null | false | Push_to_hub in a pull request
Right now `ds.push_to_hub()` can push a dataset on `main` or on a new branch with `branch=`, but there is no way to open a pull request. Even passing `branch=refs/pr/x` doesn't seem to work: it tries to create a branch with that name
cc @nateraw
It should be possible to tweak the us... | [
"Assigned to myself and will get to it in the next week, but if someone finds this issue annoying and wants to submit a PR before I do, just ping me here and I'll reassign :). ",
"I would like to be assigned to this issue, @nateraw . #self-assign"
] |
https://api.github.com/repos/huggingface/datasets/issues/5491 | 5,491 | [MINOR] Typo | null | closed | 2023-02-01T14:39:39 | https://api.github.com/repos/huggingface/datasets/issues/5491/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5491",
"html_url": "https://github.com/huggingface/datasets/pull/5491",
"diff_url": "https://github.com/huggingface/datasets/pull/5491.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5491.patch",
"merged_at": "2023-02-02T07:35... | true | [MINOR] Typo
| [
"_The documentation is not available anymore as the PR was closed or merged._",
"<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 | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5490 | 5,490 | Do not add index column by default when exporting to CSV | As pointed out by @merveenoyan, default behavior of `Dataset.to_csv` adds the index as an additional column without name.
This PR changes the default behavior, so that now the index column is not written.
To add the index column, now you need to pass `index=True` and also `index_label=<name of the index colum>` t... | closed | 2023-02-01T10:20:55 | https://api.github.com/repos/huggingface/datasets/issues/5490/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5490",
"html_url": "https://github.com/huggingface/datasets/pull/5490",
"diff_url": "https://github.com/huggingface/datasets/pull/5490.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5490.patch",
"merged_at": "2023-02-09T09:22... | true | Do not add index column by default when exporting to CSV
As pointed out by @merveenoyan, default behavior of `Dataset.to_csv` adds the index as an additional column without name.
This PR changes the default behavior, so that now the index column is not written.
To add the index column, now you need to pass `index... | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<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 | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5489 | 5,489 | Pin dill lower version | Pin `dill` lower version compatible with `datasets`.
Related to:
- #5487
- #288
Note that the required `dill._dill` module was introduced in dill-2.8.0, however we have heuristically tested that datasets can only be installed with dill>=3.0.0 (otherwise pip hangs indefinitely while preparing metadata for multip... | closed | 2023-02-01T09:33:42 | https://api.github.com/repos/huggingface/datasets/issues/5489/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5489",
"html_url": "https://github.com/huggingface/datasets/pull/5489",
"diff_url": "https://github.com/huggingface/datasets/pull/5489.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5489.patch",
"merged_at": "2023-02-02T07:40... | true | Pin dill lower version
Pin `dill` lower version compatible with `datasets`.
Related to:
- #5487
- #288
Note that the required `dill._dill` module was introduced in dill-2.8.0, however we have heuristically tested that datasets can only be installed with dill>=3.0.0 (otherwise pip hangs indefinitely while prepar... | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<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 | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5488 | 5,488 | Error loading MP3 files from CommonVoice | ### 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... | closed | 2023-01-31T21:25:33 | https://api.github.com/repos/huggingface/datasets/issues/5488/comments | null | false | Error loading MP3 files from CommonVoice
### 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 ... | [
"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... |
https://api.github.com/repos/huggingface/datasets/issues/5487 | 5,487 | Incorrect filepath for dill module | ### Describe the bug
I installed the `datasets` package and when I try to `import` it, I get the following error:
```
Traceback (most recent call last):
File "/var/folders/jt/zw5g74ln6tqfdzsl8tx378j00000gn/T/ipykernel_3805/3458380017.py", line 1, in <module>
import datasets
File "/Users/avivbrokman/... | closed | 2023-01-31T15:01:08 | https://api.github.com/repos/huggingface/datasets/issues/5487/comments | null | false | Incorrect filepath for dill module
### Describe the bug
I installed the `datasets` package and when I try to `import` it, I get the following error:
```
Traceback (most recent call last):
File "/var/folders/jt/zw5g74ln6tqfdzsl8tx378j00000gn/T/ipykernel_3805/3458380017.py", line 1, in <module>
import data... | [
"Hi! The correct path is still `dill._dill.XXXX` in the latest release. What do you get when you run `python -c \"import dill; print(dill.__version__)\"` in your environment?",
"`0.3.6` I feel like that's bad news, because it's probably not the issue.\r\n\r\nMy mistake, about the wrong path guess. I think I did... |
https://api.github.com/repos/huggingface/datasets/issues/5486 | 5,486 | Adding `sep` to TextConfig | I have a local a `.txt` file that follows the `CONLL2003` format which I need to load using `load_script`. However, by using `sample_by='line'`, one can only split the dataset into lines without splitting each line into columns. Would it be reasonable to add a `sep` argument in combination with `sample_by='paragraph'` ... | open | 2023-01-31T10:39:53 | https://api.github.com/repos/huggingface/datasets/issues/5486/comments | null | false | Adding `sep` to TextConfig
I have a local a `.txt` file that follows the `CONLL2003` format which I need to load using `load_script`. However, by using `sample_by='line'`, one can only split the dataset into lines without splitting each line into columns. Would it be reasonable to add a `sep` argument in combination w... | [
"Hi @omar-araboghli, thanks for your proposal.\r\n\r\nHave you tried to use \"csv\" loader instead of \"text\"? That already has a `sep` argument.",
"Hi @albertvillanova, thanks for the quick response!\r\n\r\nIndeed, I have been trying to use `csv` instead of `text`. However I am still not able to define range of... |
https://api.github.com/repos/huggingface/datasets/issues/5485 | 5,485 | Add section in tutorial for IterableDataset | Introduces an `IterableDataset` and how to access it in the tutorial section. It also adds a brief next step section at the end to provide a path for users who want more explanation and a path for users who want something more practical and learn how to preprocess these dataset types. It'll complement the awesome new d... | closed | 2023-01-30T18:43:04 | https://api.github.com/repos/huggingface/datasets/issues/5485/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5485",
"html_url": "https://github.com/huggingface/datasets/pull/5485",
"diff_url": "https://github.com/huggingface/datasets/pull/5485.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5485.patch",
"merged_at": "2023-02-01T18:08... | true | Add section in tutorial for IterableDataset
Introduces an `IterableDataset` and how to access it in the tutorial section. It also adds a brief next step section at the end to provide a path for users who want more explanation and a path for users who want something more practical and learn how to preprocess these datas... | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<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 | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5484 | 5,484 | Update docs for `nyu_depth_v2` dataset | This PR will fix the issue mentioned in #5461. Here is brief overview,
## Bug:
Discrepancy between depth map of `nyu_depth_v2` dataset [here](https://huggingface.co/docs/datasets/main/en/depth_estimation) and actual depth map. Depth values somehow got **discretized/clipped** resulting in depth maps that are diffe... | closed | 2023-01-30T17:37:08 | https://api.github.com/repos/huggingface/datasets/issues/5484/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5484",
"html_url": "https://github.com/huggingface/datasets/pull/5484",
"diff_url": "https://github.com/huggingface/datasets/pull/5484.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5484.patch",
"merged_at": "2023-02-05T14:15... | true | Update docs for `nyu_depth_v2` dataset
This PR will fix the issue mentioned in #5461. Here is brief overview,
## Bug:
Discrepancy between depth map of `nyu_depth_v2` dataset [here](https://huggingface.co/docs/datasets/main/en/depth_estimation) and actual depth map. Depth values somehow got **discretized/clipped**... | [
"I think I need to create another PR on https://huggingface.co/datasets/huggingface/documentation-images/tree/main/datasets for hosting the images there?",
"_The documentation is not available anymore as the PR was closed or merged._",
"Thanks for the update @awsaf49 !",
"> Thanks a lot for the updates!\r\n> ... |
https://api.github.com/repos/huggingface/datasets/issues/5483 | 5,483 | Unable to upload dataset | ### Describe the bug
Uploading a simple dataset ends with an exception
### Steps to reproduce the bug
I created a new conda env with python 3.10, pip installed datasets and:
```python
>>> from datasets import load_dataset, load_from_disk, Dataset
>>> d = Dataset.from_dict({"text": ["hello"] * 2})
>>> d.pus... | closed | 2023-01-28T15:18:26 | https://api.github.com/repos/huggingface/datasets/issues/5483/comments | null | false | Unable to upload dataset
### Describe the bug
Uploading a simple dataset ends with an exception
### Steps to reproduce the bug
I created a new conda env with python 3.10, pip installed datasets and:
```python
>>> from datasets import load_dataset, load_from_disk, Dataset
>>> d = Dataset.from_dict({"text": [... | [
"Seems to work now, perhaps it was something internal with our university's network."
] |
https://api.github.com/repos/huggingface/datasets/issues/5482 | 5,482 | Reload features from Parquet metadata | The idea would be to allow this :
```python
ds.to_parquet("my_dataset/ds.parquet")
reloaded = load_dataset("my_dataset")
assert ds.features == reloaded.features
```
And it should also work with Image and Audio types (right now they're reloaded as a dict type)
This can be implemented by storing and reading th... | closed | 2023-01-28T13:12:31 | https://api.github.com/repos/huggingface/datasets/issues/5482/comments | null | false | Reload features from Parquet metadata
The idea would be to allow this :
```python
ds.to_parquet("my_dataset/ds.parquet")
reloaded = load_dataset("my_dataset")
assert ds.features == reloaded.features
```
And it should also work with Image and Audio types (right now they're reloaded as a dict type)
This can be... | [
"I'd be happy to have a look, if nobody else has started working on this yet @lhoestq. \r\n\r\nIt seems to me that for the `arrow` format features are currently attached as metadata [in `datasets.arrow_writer`](https://github.com/huggingface/datasets/blob/5f810b7011a8a4ab077a1847c024d2d9e267b065/src/datasets/arrow_... |
https://api.github.com/repos/huggingface/datasets/issues/5481 | 5,481 | Load a cached dataset as iterable | The idea would be to allow something like
```python
ds = load_dataset("c4", "en", as_iterable=True)
```
To be used to train models. It would load an IterableDataset from the cached Arrow files.
Cc @stas00
Edit : from the discussions we may load from cache when streaming=True | open | 2023-01-27T21:43:51 | https://api.github.com/repos/huggingface/datasets/issues/5481/comments | null | false | Load a cached dataset as iterable
The idea would be to allow something like
```python
ds = load_dataset("c4", "en", as_iterable=True)
```
To be used to train models. It would load an IterableDataset from the cached Arrow files.
Cc @stas00
Edit : from the discussions we may load from cache when streamin... | [
"Can I work on this issue? I am pretty new to this.",
"Hi ! Sure :) you can comment `#self-assign` to assign yourself to this issue.\r\n\r\nI can give you some pointers to get started:\r\n\r\n`load_dataset` works roughly this way:\r\n1. it instantiate a dataset builder using `load_dataset_builder()`\r\n2. the bui... |
https://api.github.com/repos/huggingface/datasets/issues/5480 | 5,480 | Select columns of Dataset or DatasetDict | Close #5474 and #5468. | closed | 2023-01-27T20:06:16 | https://api.github.com/repos/huggingface/datasets/issues/5480/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5480",
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"patch_url": "https://github.com/huggingface/datasets/pull/5480.patch",
"merged_at": "2023-02-13T09:59... | true | Select columns of Dataset or DatasetDict
Close #5474 and #5468. | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<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 | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5479 | 5,479 | audiofolder works on local env, but creates empty dataset in a remote one, what dependencies could I be missing/outdated | ### Describe the bug
I'm using a custom audio dataset (400+ audio files) in the correct format for audiofolder. Although loading the dataset with audiofolder works in one local setup, it doesn't in a remote one (it just creates an empty dataset). I have both ffmpeg and libndfile installed on both computers, what cou... | closed | 2023-01-27T20:01:22 | https://api.github.com/repos/huggingface/datasets/issues/5479/comments | null | false | audiofolder works on local env, but creates empty dataset in a remote one, what dependencies could I be missing/outdated
### Describe the bug
I'm using a custom audio dataset (400+ audio files) in the correct format for audiofolder. Although loading the dataset with audiofolder works in one local setup, it doesn't i... | [] |
https://api.github.com/repos/huggingface/datasets/issues/5478 | 5,478 | Tip for recomputing metadata | From this [feedback](https://discuss.huggingface.co/t/nonmatchingsplitssizeserror/30033) on the forum, thought I'd include a tip for recomputing the metadata numbers if it is your own dataset. | closed | 2023-01-27T20:01:22 | https://api.github.com/repos/huggingface/datasets/issues/5478/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5478",
"html_url": "https://github.com/huggingface/datasets/pull/5478",
"diff_url": "https://github.com/huggingface/datasets/pull/5478.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5478.patch",
"merged_at": "2023-01-30T19:15... | true | Tip for recomputing metadata
From this [feedback](https://discuss.huggingface.co/t/nonmatchingsplitssizeserror/30033) on the forum, thought I'd include a tip for recomputing the metadata numbers if it is your own dataset. | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<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 | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5477 | 5,477 | Unpin sqlalchemy once issue is fixed | Once the source issue is fixed:
- pandas-dev/pandas#51015
we should revert the pin introduced in:
- #5476 | closed | 2023-01-27T15:01:55 | https://api.github.com/repos/huggingface/datasets/issues/5477/comments | null | false | Unpin sqlalchemy once issue is fixed
Once the source issue is fixed:
- pandas-dev/pandas#51015
we should revert the pin introduced in:
- #5476 | [
"@albertvillanova It looks like that issue has been fixed so I made a PR to unpin sqlalchemy! ",
"The source issue:\r\n- https://github.com/pandas-dev/pandas/issues/40686\r\n\r\nhas been fixed:\r\n- https://github.com/pandas-dev/pandas/pull/48576\r\n\r\nThe fix was released yesterday (2023-04-03) only in `pandas-... |
https://api.github.com/repos/huggingface/datasets/issues/5476 | 5,476 | Pin sqlalchemy | since sqlalchemy update to 2.0.0 the CI started to fail: https://github.com/huggingface/datasets/actions/runs/4023742457/jobs/6914976514
the error comes from pandas: https://github.com/pandas-dev/pandas/issues/51015 | closed | 2023-01-27T11:26:38 | https://api.github.com/repos/huggingface/datasets/issues/5476/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5476",
"html_url": "https://github.com/huggingface/datasets/pull/5476",
"diff_url": "https://github.com/huggingface/datasets/pull/5476.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5476.patch",
"merged_at": "2023-01-27T11:57... | true | Pin sqlalchemy
since sqlalchemy update to 2.0.0 the CI started to fail: https://github.com/huggingface/datasets/actions/runs/4023742457/jobs/6914976514
the error comes from pandas: https://github.com/pandas-dev/pandas/issues/51015 | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<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 | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5475 | 5,475 | Dataset scan time is much slower than using native arrow | ### Describe the bug
I'm basically running the same scanning experiment from the tutorials https://huggingface.co/course/chapter5/4?fw=pt except now I'm comparing to a native pyarrow version.
I'm finding that the native pyarrow approach is much faster (2 orders of magnitude). Is there something I'm missing that exp... | closed | 2023-01-27T01:32:25 | https://api.github.com/repos/huggingface/datasets/issues/5475/comments | null | false | Dataset scan time is much slower than using native arrow
### Describe the bug
I'm basically running the same scanning experiment from the tutorials https://huggingface.co/course/chapter5/4?fw=pt except now I'm comparing to a native pyarrow version.
I'm finding that the native pyarrow approach is much faster (2 orde... | [
"Hi ! In your code you only iterate on the Arrow buffers - you don't actually load the data as python objects. For a fair comparison, you can modify your code using:\r\n```diff\r\n- for _ in range(0, len(table), bsz):\r\n- _ = {k:table[k][_ : _ + bsz] for k in cols}\r\n+ for _ in range(0, len(table)... |
https://api.github.com/repos/huggingface/datasets/issues/5474 | 5,474 | Column project operation on `datasets.Dataset` | ### Feature request
There is no operation to select a subset of columns of original dataset. Expected API follows.
```python
a = Dataset.from_dict({
'int': [0, 1, 2]
'char': ['a', 'b', 'c'],
'none': [None] * 3,
})
b = a.project('int', 'char') # usually, .select()
print(a.column_names) # std... | closed | 2023-01-26T21:47:53 | https://api.github.com/repos/huggingface/datasets/issues/5474/comments | null | false | Column project operation on `datasets.Dataset`
### Feature request
There is no operation to select a subset of columns of original dataset. Expected API follows.
```python
a = Dataset.from_dict({
'int': [0, 1, 2]
'char': ['a', 'b', 'c'],
'none': [None] * 3,
})
b = a.project('int', 'char') # usu... | [
"Hi ! This would be a nice addition indeed :) This sounds like a duplicate of https://github.com/huggingface/datasets/issues/5468\r\n\r\n> Not sure. Some of my PRs are still open and some do not have any discussions.\r\n\r\nSorry to hear that, feel free to ping me on those PRs"
] |
https://api.github.com/repos/huggingface/datasets/issues/5473 | 5,473 | Set dev version | null | closed | 2023-01-26T19:34:44 | https://api.github.com/repos/huggingface/datasets/issues/5473/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5473",
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"patch_url": "https://github.com/huggingface/datasets/pull/5473.patch",
"merged_at": "2023-01-26T19:38... | true | Set dev version
| [
"_The documentation is not available anymore as the PR was closed or merged._",
"<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 | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5472 | 5,472 | Release: 2.9.0 | null | closed | 2023-01-26T19:29:42 | https://api.github.com/repos/huggingface/datasets/issues/5472/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5472",
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"patch_url": "https://github.com/huggingface/datasets/pull/5472.patch",
"merged_at": "2023-01-26T19:33... | true | Release: 2.9.0
| [
"_The documentation is not available anymore as the PR was closed or merged._",
"<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 | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5471 | 5,471 | Add num_test_batches option | `to_tf_dataset` calls can be very costly because of the number of test batches drawn during `_get_output_signature`. The test batches are draw in order to estimate the shapes when creating the tensorflow dataset. This is necessary when the shapes can be irregular, but not in cases when the tensor shapes are the same ac... | closed | 2023-01-26T18:09:40 | https://api.github.com/repos/huggingface/datasets/issues/5471/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5471",
"html_url": "https://github.com/huggingface/datasets/pull/5471",
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"patch_url": "https://github.com/huggingface/datasets/pull/5471.patch",
"merged_at": "2023-01-27T18:08... | true | Add num_test_batches option
`to_tf_dataset` calls can be very costly because of the number of test batches drawn during `_get_output_signature`. The test batches are draw in order to estimate the shapes when creating the tensorflow dataset. This is necessary when the shapes can be irregular, but not in cases when the t... | [
"_The documentation is not available anymore as the PR was closed or merged._",
"I thought this issue was resolved in my parallel `to_tf_dataset` PR! I changed the default `num_test_batches` in `_get_output_signature` to 20 and used a test batch size of 1 to maximize variance to detect shorter samples. I think it... |
https://api.github.com/repos/huggingface/datasets/issues/5470 | 5,470 | Update dataset card creation | Encourages users to create a dataset card on the Hub directly with the new metadata ui + import dataset card template instead of telling users to manually create and upload one. | closed | 2023-01-26T17:57:51 | https://api.github.com/repos/huggingface/datasets/issues/5470/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5470",
"html_url": "https://github.com/huggingface/datasets/pull/5470",
"diff_url": "https://github.com/huggingface/datasets/pull/5470.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5470.patch",
"merged_at": "2023-01-27T16:20... | true | Update dataset card creation
Encourages users to create a dataset card on the Hub directly with the new metadata ui + import dataset card template instead of telling users to manually create and upload one. | [
"_The documentation is not available anymore as the PR was closed or merged._",
"The CI failure is unrelated to your PR - feel free to merge :)",
"Haha thanks, you read my mind :)",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n##... |
https://api.github.com/repos/huggingface/datasets/issues/5469 | 5,469 | Remove deprecated `shard_size` arg from `.push_to_hub()` | The docstrings say that it was supposed to be deprecated since version 2.4.0, can we remove it? | closed | 2023-01-26T15:40:56 | https://api.github.com/repos/huggingface/datasets/issues/5469/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5469",
"html_url": "https://github.com/huggingface/datasets/pull/5469",
"diff_url": "https://github.com/huggingface/datasets/pull/5469.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5469.patch",
"merged_at": "2023-01-26T17:30... | true | Remove deprecated `shard_size` arg from `.push_to_hub()`
The docstrings say that it was supposed to be deprecated since version 2.4.0, can we remove it? | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<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 | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5468 | 5,468 | Allow opposite of remove_columns on Dataset and DatasetDict | ### Feature request
In this blog post https://huggingface.co/blog/audio-datasets, I noticed the following code:
```python
COLUMNS_TO_KEEP = ["text", "audio"]
all_columns = gigaspeech["train"].column_names
columns_to_remove = set(all_columns) - set(COLUMNS_TO_KEEP)
gigaspeech = gigaspeech.remove_columns(column... | closed | 2023-01-26T12:28:09 | https://api.github.com/repos/huggingface/datasets/issues/5468/comments | null | false | Allow opposite of remove_columns on Dataset and DatasetDict
### Feature request
In this blog post https://huggingface.co/blog/audio-datasets, I noticed the following code:
```python
COLUMNS_TO_KEEP = ["text", "audio"]
all_columns = gigaspeech["train"].column_names
columns_to_remove = set(all_columns) - set(COLUM... | [
"Hi! I agree it would be nice to have a method like that. Instead of `keep_columns`, we can name it `select_columns` to be more aligned with PyArrow's naming convention (`pa.Table.select`).",
"Hi, I am a newbie to open source and would like to contribute. @mariosasko can I take up this issue ?",
"Hey, I also wa... |
https://api.github.com/repos/huggingface/datasets/issues/5467 | 5,467 | Fix conda command in readme | 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
``` | closed | 2023-01-26T10:03:01 | https://api.github.com/repos/huggingface/datasets/issues/5467/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5467",
"html_url": "https://github.com/huggingface/datasets/pull/5467",
"diff_url": "https://github.com/huggingface/datasets/pull/5467.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5467.patch",
"merged_at": null
} | true | Fix conda command in readme
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 datase... | [
"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 | ... |
https://api.github.com/repos/huggingface/datasets/issues/5466 | 5,466 | remove pathlib.Path with URIs | Pathlib will convert "//" to "/" which causes retry errors when downloading from cloud storage | closed | 2023-01-26T03:25:45 | https://api.github.com/repos/huggingface/datasets/issues/5466/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5466",
"html_url": "https://github.com/huggingface/datasets/pull/5466",
"diff_url": "https://github.com/huggingface/datasets/pull/5466.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5466.patch",
"merged_at": "2023-01-26T16:59... | true | remove pathlib.Path with URIs
Pathlib will convert "//" to "/" which causes retry errors when downloading from cloud storage | [
"Thanks !\r\n`os.path.join` will use a backslash `\\` on windows which will also fail. You can use this instead in `load_from_disk`:\r\n```python\r\nfrom .filesystems import is_remote_filesystem\r\n\r\nis_local = not is_remote_filesystem(fs)\r\npath_join = os.path.join if is_local else posixpath.join\r\n```",
"Th... |
https://api.github.com/repos/huggingface/datasets/issues/5465 | 5,465 | audiofolder creates empty dataset even though the dataset passed in follows the correct structure | ### Describe the bug
The structure of my dataset folder called "my_dataset" is : data metadata.csv
The data folder consists of all mp3 files and metadata.csv consist of file locations like 'data/...mp3 and transcriptions. There's 400+ mp3 files and corresponding transcriptions for my dataset.
When I run the follo... | closed | 2023-01-26T01:45:45 | https://api.github.com/repos/huggingface/datasets/issues/5465/comments | null | false | audiofolder creates empty dataset even though the dataset passed in follows the correct structure
### Describe the bug
The structure of my dataset folder called "my_dataset" is : data metadata.csv
The data folder consists of all mp3 files and metadata.csv consist of file locations like 'data/...mp3 and transcription... | [] |
https://api.github.com/repos/huggingface/datasets/issues/5464 | 5,464 | NonMatchingChecksumError for hendrycks_test | ### Describe the bug
The checksum of the file has likely changed on the remote host.
### Steps to reproduce the bug
`dataset = nlp.load_dataset("hendrycks_test", "anatomy")`
### Expected behavior
no error thrown
### Environment info
- `datasets` version: 2.2.1
- Platform: macOS-13.1-arm64-arm-64bit
- Pyt... | closed | 2023-01-26T00:43:23 | https://api.github.com/repos/huggingface/datasets/issues/5464/comments | null | false | NonMatchingChecksumError for hendrycks_test
### Describe the bug
The checksum of the file has likely changed on the remote host.
### Steps to reproduce the bug
`dataset = nlp.load_dataset("hendrycks_test", "anatomy")`
### Expected behavior
no error thrown
### Environment info
- `datasets` version: 2.2.1
-... | [
"Thanks for reporting, @sarahwie.\r\n\r\nPlease note this issue was already fixed in `datasets` 2.6.0 version:\r\n- #5040\r\n\r\nIf you update your `datasets` version, you will be able to load the dataset:\r\n```\r\npip install -U datasets\r\n```",
"Oops, missed that I needed to upgrade. Thanks!"
] |
https://api.github.com/repos/huggingface/datasets/issues/5463 | 5,463 | Imagefolder docs: mention support of CSV and ZIP | null | closed | 2023-01-25T17:24:01 | https://api.github.com/repos/huggingface/datasets/issues/5463/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5463",
"html_url": "https://github.com/huggingface/datasets/pull/5463",
"diff_url": "https://github.com/huggingface/datasets/pull/5463.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5463.patch",
"merged_at": "2023-01-25T18:26... | true | Imagefolder docs: mention support of CSV and ZIP
| [
"_The documentation is not available anymore as the PR was closed or merged._",
"<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 | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5462 | 5,462 | Concatenate on axis=1 with misaligned blocks | 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 | closed | 2023-01-25T12:33:22 | https://api.github.com/repos/huggingface/datasets/issues/5462/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5462",
"html_url": "https://github.com/huggingface/datasets/pull/5462",
"diff_url": "https://github.com/huggingface/datasets/pull/5462.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5462.patch",
"merged_at": "2023-01-26T09:27... | true | Concatenate on axis=1 with misaligned blocks
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/h... | [
"<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... |
https://api.github.com/repos/huggingface/datasets/issues/5461 | 5,461 | Discrepancy in `nyu_depth_v2` dataset | ### Describe the bug
I think there is a discrepancy between depth map of `nyu_depth_v2` dataset [here](https://huggingface.co/docs/datasets/main/en/depth_estimation) and actual depth map. Depth values somehow got **discretized/clipped** resulting in depth maps that are different from actual ones. Here is a side-by-sid... | open | 2023-01-24T19:15:46 | https://api.github.com/repos/huggingface/datasets/issues/5461/comments | null | false | Discrepancy in `nyu_depth_v2` dataset
### Describe the bug
I think there is a discrepancy between depth map of `nyu_depth_v2` dataset [here](https://huggingface.co/docs/datasets/main/en/depth_estimation) and actual depth map. Depth values somehow got **discretized/clipped** resulting in depth maps that are different f... | [
"Ccing @dwofk (the author of `fast-depth`). \r\n\r\nThanks, @awsaf49 for reporting this. I believe this is because the NYU Depth V2 shipped from `fast-depth` is already preprocessed. \r\n\r\nIf you think it might be better to have the NYU Depth V2 dataset from BTS [here](https://huggingface.co/datasets/sayakpaul/ny... |
https://api.github.com/repos/huggingface/datasets/issues/5460 | 5,460 | Document that removing all the columns returns an empty document and the num_row is lost | null | closed | 2023-01-24T17:33:38 | https://api.github.com/repos/huggingface/datasets/issues/5460/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5460",
"html_url": "https://github.com/huggingface/datasets/pull/5460",
"diff_url": "https://github.com/huggingface/datasets/pull/5460.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5460.patch",
"merged_at": "2023-01-25T16:04... | true | Document that removing all the columns returns an empty document and the num_row is lost
| [
"_The documentation is not available anymore as the PR was closed or merged._",
"<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 | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5459 | 5,459 | Disable aiohttp requoting of redirection URL | 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... | closed | 2023-01-24T17:18:59 | https://api.github.com/repos/huggingface/datasets/issues/5459/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5459",
"html_url": "https://github.com/huggingface/datasets/pull/5459",
"diff_url": "https://github.com/huggingface/datasets/pull/5459.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5459.patch",
"merged_at": "2023-01-31T08:37... | true | Disable aiohttp requoting of redirection URL
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 (`h... | [
"_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... |
https://api.github.com/repos/huggingface/datasets/issues/5458 | 5,458 | slice split while streaming | ### Describe the bug
When using the `load_dataset` function with streaming set to True, slicing splits is apparently not supported.
Did I miss this in the documentation?
### Steps to reproduce the bug
`load_dataset("lhoestq/demo1",revision=None, streaming=True, split="train[:3]")`
causes ValueError: Bad split:... | closed | 2023-01-24T14:08:17 | https://api.github.com/repos/huggingface/datasets/issues/5458/comments | null | false | slice split while streaming
### Describe the bug
When using the `load_dataset` function with streaming set to True, slicing splits is apparently not supported.
Did I miss this in the documentation?
### Steps to reproduce the bug
`load_dataset("lhoestq/demo1",revision=None, streaming=True, split="train[:3]")`
c... | [
"Hi! Yes, that's correct. When `streaming` is `True`, only split names can be specified as `split`, and for slicing, you have to use `.skip`/`.take` instead.\r\n\r\nE.g. \r\n`load_dataset(\"lhoestq/demo1\",revision=None, streaming=True, split=\"train[:3]\")`\r\n\r\nrewritten with `.skip`/`.take`:\r\n`load_dataset(\... |
https://api.github.com/repos/huggingface/datasets/issues/5457 | 5,457 | prebuilt dataset relies on `downloads/extracted` | ### Describe the bug
I pre-built the dataset:
```
python -c 'import sys; from datasets import load_dataset; ds=load_dataset(sys.argv[1])' HuggingFaceM4/general-pmd-synthetic-testing
```
and it can be used just fine.
now I wipe out `downloads/extracted` and it no longer works.
```
rm -r ~/.cache/huggingface... | open | 2023-01-24T02:09:32 | https://api.github.com/repos/huggingface/datasets/issues/5457/comments | null | false | prebuilt dataset relies on `downloads/extracted`
### Describe the bug
I pre-built the dataset:
```
python -c 'import sys; from datasets import load_dataset; ds=load_dataset(sys.argv[1])' HuggingFaceM4/general-pmd-synthetic-testing
```
and it can be used just fine.
now I wipe out `downloads/extracted` and it n... | [
"Hi! \r\n\r\nThis issue is due to our audio/image datasets not being self-contained. This allows us to save disk space (files are written only once) but also leads to the issues like this one. We plan to make all our datasets self-contained in Datasets 3.0.\r\n\r\nIn the meantime, you can run the following map to e... |
https://api.github.com/repos/huggingface/datasets/issues/5456 | 5,456 | feat: tqdm for `to_parquet` | As described in #5418
I noticed also that the `to_json` function supports multi-workers whereas `to_parquet`, is that not possible/not needed with Parquet or something that hasn't been implemented yet? | closed | 2023-01-23T22:05:38 | https://api.github.com/repos/huggingface/datasets/issues/5456/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5456",
"html_url": "https://github.com/huggingface/datasets/pull/5456",
"diff_url": "https://github.com/huggingface/datasets/pull/5456.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5456.patch",
"merged_at": "2023-01-24T11:17... | true | feat: tqdm for `to_parquet`
As described in #5418
I noticed also that the `to_json` function supports multi-workers whereas `to_parquet`, is that not possible/not needed with Parquet or something that hasn't been implemented yet? | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<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 | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5455 | 5,455 | Single TQDM bar in multi-proc map | Use the "shard generator approach with periodic progress updates" (used in `save_to_disk` and multi-proc `load_dataset`) in `Dataset.map` to enable having a single TQDM progress bar in the multi-proc mode.
Closes https://github.com/huggingface/datasets/issues/771, closes https://github.com/huggingface/datasets/issue... | closed | 2023-01-23T12:49:40 | https://api.github.com/repos/huggingface/datasets/issues/5455/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5455",
"html_url": "https://github.com/huggingface/datasets/pull/5455",
"diff_url": "https://github.com/huggingface/datasets/pull/5455.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5455.patch",
"merged_at": "2023-02-13T20:16... | true | Single TQDM bar in multi-proc map
Use the "shard generator approach with periodic progress updates" (used in `save_to_disk` and multi-proc `load_dataset`) in `Dataset.map` to enable having a single TQDM progress bar in the multi-proc mode.
Closes https://github.com/huggingface/datasets/issues/771, closes https://git... | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<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 | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5454 | 5,454 | Save and resume the state of a DataLoader | It would be nice when using `datasets` with a PyTorch DataLoader to be able to resume a training from a DataLoader state (e.g. to resume a training that crashed)
What I have in mind (but lmk if you have other ideas or comments):
For map-style datasets, this requires to have a PyTorch Sampler state that can be sav... | open | 2023-01-23T10:58:54 | https://api.github.com/repos/huggingface/datasets/issues/5454/comments | null | false | Save and resume the state of a DataLoader
It would be nice when using `datasets` with a PyTorch DataLoader to be able to resume a training from a DataLoader state (e.g. to resume a training that crashed)
What I have in mind (but lmk if you have other ideas or comments):
For map-style datasets, this requires to ha... | [
"Something that'd be nice to have is \"manual update of state\". One of the learning from training LLMs is the ability to skip some batches whenever we notice huge spike might be handy.",
"Your outline spec is very sound and clear, @lhoestq - thank you!\r\n\r\n@thomasw21, indeed that would be a wonderful extra fe... |
https://api.github.com/repos/huggingface/datasets/issues/5453 | 5,453 | Fix base directory while extracting insecure TAR files | This PR fixes the extraction of insecure TAR files by changing the base path against which TAR members are compared:
- from: "."
- to: `output_path`
This PR also adds tests for extracting insecure TAR files.
Related to:
- #5441
- #5452
@stas00 please note this PR addresses just one of the issues you pointe... | closed | 2023-01-23T08:57:40 | https://api.github.com/repos/huggingface/datasets/issues/5453/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5453",
"html_url": "https://github.com/huggingface/datasets/pull/5453",
"diff_url": "https://github.com/huggingface/datasets/pull/5453.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5453.patch",
"merged_at": "2023-01-23T10:10... | true | Fix base directory while extracting insecure TAR files
This PR fixes the extraction of insecure TAR files by changing the base path against which TAR members are compared:
- from: "."
- to: `output_path`
This PR also adds tests for extracting insecure TAR files.
Related to:
- #5441
- #5452
@stas00 please n... | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<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 | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5452 | 5,452 | Swap log messages for symbolic/hard links in tar extractor | The log messages do not match their if-condition. This PR swaps them.
Found while investigating:
- #5441
CC: @lhoestq | closed | 2023-01-23T07:53:38 | https://api.github.com/repos/huggingface/datasets/issues/5452/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5452",
"html_url": "https://github.com/huggingface/datasets/pull/5452",
"diff_url": "https://github.com/huggingface/datasets/pull/5452.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5452.patch",
"merged_at": "2023-01-23T08:31... | true | Swap log messages for symbolic/hard links in tar extractor
The log messages do not match their if-condition. This PR swaps them.
Found while investigating:
- #5441
CC: @lhoestq | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<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 | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5451 | 5,451 | ImageFolder BadZipFile: Bad offset for central directory | ### Describe the bug
I'm getting the following exception:
```
lib/python3.10/zipfile.py:1353 in _RealGetContents │
│ │
│ 1350 │ │ # self.start_dir: Position of start of central directory ... | closed | 2023-01-22T23:50:12 | https://api.github.com/repos/huggingface/datasets/issues/5451/comments | null | false | ImageFolder BadZipFile: Bad offset for central directory
### Describe the bug
I'm getting the following exception:
```
lib/python3.10/zipfile.py:1353 in _RealGetContents │
│ │
│ 1350 │ │ # self.start_dir: ... | [
"Hi ! Could you share the full stack trace ? Which dataset did you try to load ?\r\n\r\nit may be related to https://github.com/huggingface/datasets/pull/5640",
"The `BadZipFile` error means the ZIP file is corrupted, so I'm closing this issue as it's not directly related to `datasets`.",
"For others that find ... |
https://api.github.com/repos/huggingface/datasets/issues/5450 | 5,450 | to_tf_dataset with a TF collator causes bizarrely persistent slowdown | ### Describe the bug
This will make more sense if you take a look at [a Colab notebook that reproduces this issue.](https://colab.research.google.com/drive/1rxyeciQFWJTI0WrZ5aojp4Ls1ut18fNH?usp=sharing)
Briefly, there are several datasets that, when you iterate over them with `to_tf_dataset` **and** a data colla... | closed | 2023-01-20T16:08:37 | https://api.github.com/repos/huggingface/datasets/issues/5450/comments | null | false | to_tf_dataset with a TF collator causes bizarrely persistent slowdown
### Describe the bug
This will make more sense if you take a look at [a Colab notebook that reproduces this issue.](https://colab.research.google.com/drive/1rxyeciQFWJTI0WrZ5aojp4Ls1ut18fNH?usp=sharing)
Briefly, there are several datasets that... | [
"wtf",
"Couldn't find what's causing this, this will need more investigation",
"A possible hint: The function it seems to be spending a lot of time in (when iterating over the original dataset) is `_get_mp` in the PIL JPEG decoder: \r\n![image](https://user-images.githubusercontent.com/12866554/214057267-c889f0... |
https://api.github.com/repos/huggingface/datasets/issues/5449 | 5,449 | Support fsspec 2023.1.0 in CI | Support fsspec 2023.1.0 in CI.
In the 2023.1.0 fsspec release, they replaced the type of `fsspec.registry`:
- from `ReadOnlyRegistry`, with an attribute called `target`
- to `MappingProxyType`, without that attribute
Consequently, we need to change our `mock_fsspec` fixtures, that were using the `target` attrib... | closed | 2023-01-20T12:53:17 | https://api.github.com/repos/huggingface/datasets/issues/5449/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5449",
"html_url": "https://github.com/huggingface/datasets/pull/5449",
"diff_url": "https://github.com/huggingface/datasets/pull/5449.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5449.patch",
"merged_at": "2023-01-20T13:26... | true | Support fsspec 2023.1.0 in CI
Support fsspec 2023.1.0 in CI.
In the 2023.1.0 fsspec release, they replaced the type of `fsspec.registry`:
- from `ReadOnlyRegistry`, with an attribute called `target`
- to `MappingProxyType`, without that attribute
Consequently, we need to change our `mock_fsspec` fixtures, that ... | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<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 | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5448 | 5,448 | Support fsspec 2023.1.0 in CI | Once we find out the root cause of:
- #5445
we should revert the temporary pin on fsspec introduced by:
- #5447 | closed | 2023-01-20T10:26:31 | https://api.github.com/repos/huggingface/datasets/issues/5448/comments | null | false | Support fsspec 2023.1.0 in CI
Once we find out the root cause of:
- #5445
we should revert the temporary pin on fsspec introduced by:
- #5447 | [] |
https://api.github.com/repos/huggingface/datasets/issues/5447 | 5,447 | Fix CI by temporarily pinning fsspec < 2023.1.0 | Temporarily pin fsspec < 2023.1.0
Fix #5445. | closed | 2023-01-20T10:11:02 | https://api.github.com/repos/huggingface/datasets/issues/5447/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5447",
"html_url": "https://github.com/huggingface/datasets/pull/5447",
"diff_url": "https://github.com/huggingface/datasets/pull/5447.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5447.patch",
"merged_at": "2023-01-20T10:28... | true | Fix CI by temporarily pinning fsspec < 2023.1.0
Temporarily pin fsspec < 2023.1.0
Fix #5445. | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<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 | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5446 | 5,446 | test v0.12.0.rc0 | DO NOT MERGE.
Only to test the CI.
cc @lhoestq @albertvillanova | closed | 2023-01-20T10:05:19 | https://api.github.com/repos/huggingface/datasets/issues/5446/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5446",
"html_url": "https://github.com/huggingface/datasets/pull/5446",
"diff_url": "https://github.com/huggingface/datasets/pull/5446.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5446.patch",
"merged_at": null
} | true | test v0.12.0.rc0
DO NOT MERGE.
Only to test the CI.
cc @lhoestq @albertvillanova | [
"_The documentation is not available anymore as the PR was closed or merged._",
"@Wauplin I was testing it in a dedicated branch without opening a PR: https://github.com/huggingface/datasets/commits/test-hfh-0.12.0rc0",
"Oops, sorry @albertvillanova. I thought for next time I'll start the CIs before pinging eve... |
https://api.github.com/repos/huggingface/datasets/issues/5445 | 5,445 | CI tests are broken: AttributeError: 'mappingproxy' object has no attribute 'target' | CI tests are broken, raising `AttributeError: 'mappingproxy' object has no attribute 'target'`. See: https://github.com/huggingface/datasets/actions/runs/3966497597/jobs/6797384185
```
...
ERROR tests/test_streaming_download_manager.py::TestxPath::test_xpath_rglob[mock://top_level-date=2019-10-0[1-4]/*-expected_path... | closed | 2023-01-20T10:03:10 | https://api.github.com/repos/huggingface/datasets/issues/5445/comments | null | false | CI tests are broken: AttributeError: 'mappingproxy' object has no attribute 'target'
CI tests are broken, raising `AttributeError: 'mappingproxy' object has no attribute 'target'`. See: https://github.com/huggingface/datasets/actions/runs/3966497597/jobs/6797384185
```
...
ERROR tests/test_streaming_download_manager... | [] |
https://api.github.com/repos/huggingface/datasets/issues/5444 | 5,444 | info messages logged as warnings | ### Describe the bug
Code in `datasets` is using `logger.warning` when it should be using `logger.info`.
Some of these are probably a matter of opinion, but I think anything starting with `logger.warning(f"Loading chached` clearly falls into the info category.
Definitions from the Python docs for reference:
* I... | closed | 2023-01-20T01:19:18 | https://api.github.com/repos/huggingface/datasets/issues/5444/comments | null | false | info messages logged as warnings
### Describe the bug
Code in `datasets` is using `logger.warning` when it should be using `logger.info`.
Some of these are probably a matter of opinion, but I think anything starting with `logger.warning(f"Loading chached` clearly falls into the info category.
Definitions from th... | [
"Looks like a duplicate of https://github.com/huggingface/datasets/issues/1948. \r\n\r\nI also think these should be logged as INFO messages, but let's see what @lhoestq thinks.",
"It can be considered unexpected to see a `map` function return instantaneously. The warning is here to explain this case by mentionin... |
https://api.github.com/repos/huggingface/datasets/issues/5443 | 5,443 | Update share tutorial | Based on feedback from discussion #5423, this PR updates the sharing tutorial with a mention of writing your own dataset loading script to support more advanced dataset creation options like multiple configs.
I'll open a separate PR to update the *Create a Dataset card* with the new Hub metadata UI update 😄 | closed | 2023-01-20T01:09:14 | https://api.github.com/repos/huggingface/datasets/issues/5443/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5443",
"html_url": "https://github.com/huggingface/datasets/pull/5443",
"diff_url": "https://github.com/huggingface/datasets/pull/5443.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5443.patch",
"merged_at": "2023-01-20T15:37... | true | Update share tutorial
Based on feedback from discussion #5423, this PR updates the sharing tutorial with a mention of writing your own dataset loading script to support more advanced dataset creation options like multiple configs.
I'll open a separate PR to update the *Create a Dataset card* with the new Hub metadat... | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<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 | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5442 | 5,442 | OneDrive Integrations with HF Datasets | ### Feature request
First of all , I would like to thank all community who are developed DataSet storage and make it free available
How to integrate our Onedrive account or any other possible storage clouds (like google drive,...) with the **HF** datasets section.
For example, if I have **50GB** on my **Onedrive*... | closed | 2023-01-19T23:12:08 | https://api.github.com/repos/huggingface/datasets/issues/5442/comments | null | false | OneDrive Integrations with HF Datasets
### Feature request
First of all , I would like to thank all community who are developed DataSet storage and make it free available
How to integrate our Onedrive account or any other possible storage clouds (like google drive,...) with the **HF** datasets section.
For examp... | [
"Hi! \r\n\r\nWe use [`fsspec`](https://github.com/fsspec/filesystem_spec) to integrate with storage providers. You can find more info (and the usage examples) in [our docs](https://huggingface.co/docs/datasets/v2.8.0/filesystems#download-and-prepare-a-dataset-into-a-cloud-storage).\r\n\r\n[`gdrivefs`](https://githu... |
https://api.github.com/repos/huggingface/datasets/issues/5441 | 5,441 | resolving a weird tar extract issue | ok, every so often, I have been getting a strange failure on dataset install:
```
$ python -c 'import sys; from datasets import load_dataset; ds=load_dataset(sys.argv[1])' HuggingFaceM4/general-pmd-synthetic-testing
No config specified, defaulting to: general-pmd-synthetic-testing/100.unique
Downloading and prep... | open | 2023-01-19T02:17:21 | https://api.github.com/repos/huggingface/datasets/issues/5441/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5441",
"html_url": "https://github.com/huggingface/datasets/pull/5441",
"diff_url": "https://github.com/huggingface/datasets/pull/5441.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5441.patch",
"merged_at": null
} | true | resolving a weird tar extract issue
ok, every so often, I have been getting a strange failure on dataset install:
```
$ python -c 'import sys; from datasets import load_dataset; ds=load_dataset(sys.argv[1])' HuggingFaceM4/general-pmd-synthetic-testing
No config specified, defaulting to: general-pmd-synthetic-test... | [
"<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... |
https://api.github.com/repos/huggingface/datasets/issues/5440 | 5,440 | Fix documentation about batch samplers | null | closed | 2023-01-18T17:04:27 | https://api.github.com/repos/huggingface/datasets/issues/5440/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5440",
"html_url": "https://github.com/huggingface/datasets/pull/5440",
"diff_url": "https://github.com/huggingface/datasets/pull/5440.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5440.patch",
"merged_at": "2023-01-18T17:50... | true | Fix documentation about batch samplers
| [
"_The documentation is not available anymore as the PR was closed or merged._",
"<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 | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5439 | 5,439 | [dataset request] Add Common Voice 12.0 | ### 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
| closed | 2023-01-18T13:07:05 | https://api.github.com/repos/huggingface/datasets/issues/5439/comments | null | false | [dataset request] Add Common Voice 12.0
### 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
| [
"@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"
] |
https://api.github.com/repos/huggingface/datasets/issues/5438 | 5,438 | Update actions/checkout in CD Conda release | This PR updates the "checkout" GitHub Action to its latest version, as previous ones are deprecated: https://github.blog/changelog/2022-09-22-github-actions-all-actions-will-begin-running-on-node16-instead-of-node12/ | closed | 2023-01-18T06:53:15 | https://api.github.com/repos/huggingface/datasets/issues/5438/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5438",
"html_url": "https://github.com/huggingface/datasets/pull/5438",
"diff_url": "https://github.com/huggingface/datasets/pull/5438.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5438.patch",
"merged_at": "2023-01-18T13:42... | true | Update actions/checkout in CD Conda release
This PR updates the "checkout" GitHub Action to its latest version, as previous ones are deprecated: https://github.blog/changelog/2022-09-22-github-actions-all-actions-will-begin-running-on-node16-instead-of-node12/ | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<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 | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5437 | 5,437 | Can't load png dataset with 4 channel (RGBA) | I try to create dataset which contains about 9000 png images 64x64 in size, and they are all 4-channel (RGBA). When trying to use load_dataset() then a dataset is created from only 2 images. What exactly interferes I can not understand.
I try to create dataset which contains about 9000 png images 64x64 in size, and they are all 4-channel (RGBA). When trying to use load_dataset() then a dataset is created from only 2 images. What exactly interferes I can not understand.![Screenshot_20230117_212213.jpg](https... | [
"Hi! Can you please share the directory structure of your image folder and the `load_dataset` call? We decode images with Pillow, and Pillow supports RGBA PNGs, so this shouldn't be a problem.\r\n\r\n",
"> Hi! Can you please share the directory structure of your image folder and the `load_dataset` call? We decode... |
https://api.github.com/repos/huggingface/datasets/issues/5436 | 5,436 | Revert container image pin in CI benchmarks | Closes #5433, reverts #5432, and also:
* Uses [ghcr.io container images](https://cml.dev/doc/self-hosted-runners/#docker-images) for extra speed
* Updates `actions/checkout` to `v3` (note that `v2` is [deprecated](https://github.blog/changelog/2022-09-22-github-actions-all-actions-will-begin-running-on-node16-instead... | closed | 2023-01-17T15:59:50 | https://api.github.com/repos/huggingface/datasets/issues/5436/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5436",
"html_url": "https://github.com/huggingface/datasets/pull/5436",
"diff_url": "https://github.com/huggingface/datasets/pull/5436.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5436.patch",
"merged_at": "2023-01-18T06:29... | true | Revert container image pin in CI benchmarks
Closes #5433, reverts #5432, and also:
* Uses [ghcr.io container images](https://cml.dev/doc/self-hosted-runners/#docker-images) for extra speed
* Updates `actions/checkout` to `v3` (note that `v2` is [deprecated](https://github.blog/changelog/2022-09-22-github-actions-all-... | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<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 | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5435 | 5,435 | Wrong statement in "Load a Dataset in Streaming mode" leads to data leakage | ### Describe the bug
In the [Split your dataset with take and skip](https://huggingface.co/docs/datasets/v1.10.2/dataset_streaming.html#split-your-dataset-with-take-and-skip), it states:
> Using take (or skip) prevents future calls to shuffle from shuffling the dataset shards order, otherwise the taken examples cou... | closed | 2023-01-17T10:04:16 | https://api.github.com/repos/huggingface/datasets/issues/5435/comments | null | false | Wrong statement in "Load a Dataset in Streaming mode" leads to data leakage
### Describe the bug
In the [Split your dataset with take and skip](https://huggingface.co/docs/datasets/v1.10.2/dataset_streaming.html#split-your-dataset-with-take-and-skip), it states:
> Using take (or skip) prevents future calls to shuff... | [
"Just for your information, Tensorflow confirmed this issue [here.](https://github.com/tensorflow/tensorflow/issues/59279)",
"Thanks for reporting, @HaoyuYang59.\r\n\r\nPlease note that these are different \"dataset\" objects: our docs refer to Hugging Face `datasets.Dataset` and not to TensorFlow `tf.data.Datase... |
https://api.github.com/repos/huggingface/datasets/issues/5434 | 5,434 | sample_dataset module not found | null | closed | 2023-01-17T09:57:54 | https://api.github.com/repos/huggingface/datasets/issues/5434/comments | null | false | sample_dataset module not found
| [
"Hi! Can you describe what the actual error is?",
"working on the setfit example script\r\n\r\n from setfit import SetFitModel, SetFitTrainer, sample_dataset\r\n\r\nImportError: cannot import name 'sample_dataset' from 'setfit' (C:\\Python\\Python38\\lib\\site-packages\\setfit\\__init__.py)\r\n\r\n apart from t... |
https://api.github.com/repos/huggingface/datasets/issues/5433 | 5,433 | Support latest Docker image in CI benchmarks | Once we find out the root cause of:
- #5431
we should revert the temporary pin on the Docker image version introduced by:
- #5432 | closed | 2023-01-17T09:06:08 | https://api.github.com/repos/huggingface/datasets/issues/5433/comments | null | false | Support latest Docker image in CI benchmarks
Once we find out the root cause of:
- #5431
we should revert the temporary pin on the Docker image version introduced by:
- #5432 | [
"Sorry, it was us:[^1] https://github.com/iterative/cml/pull/1317 & https://github.com/iterative/cml/issues/1319#issuecomment-1385599559; should be fixed with [v0.18.17](https://github.com/iterative/cml/releases/tag/v0.18.17).\r\n\r\n[^1]: More or less, see https://github.com/yargs/yargs/issues/873.",
"Opened htt... |
https://api.github.com/repos/huggingface/datasets/issues/5432 | 5,432 | Fix CI benchmarks by temporarily pinning Docker image version | This PR fixes CI benchmarks, by temporarily pinning Docker image version, instead of "latest" tag.
It also updates deprecated `cml-send-comment` command and using `cml comment create` instead.
Fix #5431. | closed | 2023-01-17T07:15:31 | https://api.github.com/repos/huggingface/datasets/issues/5432/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5432",
"html_url": "https://github.com/huggingface/datasets/pull/5432",
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"patch_url": "https://github.com/huggingface/datasets/pull/5432.patch",
"merged_at": "2023-01-17T08:51... | true | Fix CI benchmarks by temporarily pinning Docker image version
This PR fixes CI benchmarks, by temporarily pinning Docker image version, instead of "latest" tag.
It also updates deprecated `cml-send-comment` command and using `cml comment create` instead.
Fix #5431. | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<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 | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5431 | 5,431 | CI benchmarks are broken: Unknown arguments: runnerPath, path | Our CI benchmarks are broken, raising `Unknown arguments` error: https://github.com/huggingface/datasets/actions/runs/3932397079/jobs/6724905161
```
Unknown arguments: runnerPath, path
```
Stack trace:
```
100%|██████████| 500/500 [00:01<00:00, 338.98ba/s]
Updating lock file 'dvc.lock'
To track the changes ... | closed | 2023-01-17T06:49:57 | https://api.github.com/repos/huggingface/datasets/issues/5431/comments | null | false | CI benchmarks are broken: Unknown arguments: runnerPath, path
Our CI benchmarks are broken, raising `Unknown arguments` error: https://github.com/huggingface/datasets/actions/runs/3932397079/jobs/6724905161
```
Unknown arguments: runnerPath, path
```
Stack trace:
```
100%|██████████| 500/500 [00:01<00:00, 338.9... | [] |
https://api.github.com/repos/huggingface/datasets/issues/5430 | 5,430 | Support Apache Beam >= 2.44.0 | Once we find out the root cause of:
- #5426
we should revert the temporary pin on apache-beam introduced by:
- #5429 | closed | 2023-01-17T06:42:12 | https://api.github.com/repos/huggingface/datasets/issues/5430/comments | null | false | Support Apache Beam >= 2.44.0
Once we find out the root cause of:
- #5426
we should revert the temporary pin on apache-beam introduced by:
- #5429 | [
"Some of the shard files now have 0 number of rows.\r\n\r\nWe have opened an issue in the Apache Beam repo:\r\n- https://github.com/apache/beam/issues/25041"
] |
https://api.github.com/repos/huggingface/datasets/issues/5429 | 5,429 | Fix CI by temporarily pinning apache-beam < 2.44.0 | Temporarily pin apache-beam < 2.44.0
Fix #5426. | closed | 2023-01-16T16:20:09 | https://api.github.com/repos/huggingface/datasets/issues/5429/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5429",
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"patch_url": "https://github.com/huggingface/datasets/pull/5429.patch",
"merged_at": "2023-01-16T16:49... | true | Fix CI by temporarily pinning apache-beam < 2.44.0
Temporarily pin apache-beam < 2.44.0
Fix #5426. | [
"_The documentation is not available anymore as the PR was closed or merged._"
] |
https://api.github.com/repos/huggingface/datasets/issues/5428 | 5,428 | Load/Save FAISS index using fsspec | ### Feature request
From what I understand `faiss` already support this [link](https://github.com/facebookresearch/faiss/wiki/Index-IO,-cloning-and-hyper-parameter-tuning#generic-io-support)
I would like to use a stream as input to `Dataset.load_faiss_index` and `Dataset.save_faiss_index`.
### Motivation
In... | closed | 2023-01-16T16:08:12 | https://api.github.com/repos/huggingface/datasets/issues/5428/comments | null | false | Load/Save FAISS index using fsspec
### Feature request
From what I understand `faiss` already support this [link](https://github.com/facebookresearch/faiss/wiki/Index-IO,-cloning-and-hyper-parameter-tuning#generic-io-support)
I would like to use a stream as input to `Dataset.load_faiss_index` and `Dataset.save_fa... | [
"Hi! Sure, feel free to submit a PR. Maybe if we want to be consistent with the existing API, it would be cleaner to directly add support for `fsspec` paths in `Dataset.load_faiss_index`/`Dataset.save_faiss_index` in the same manner as it was done in `Dataset.load_from_disk`/`Dataset.save_to_disk`.",
"That's a gr... |
https://api.github.com/repos/huggingface/datasets/issues/5427 | 5,427 | Unable to download dataset id_clickbait | ### Describe the bug
I tried to download dataset `id_clickbait`, but receive this error message.
```
FileNotFoundError: Couldn't find file at https://md-datasets-cache-zipfiles-prod.s3.eu-west-1.amazonaws.com/k42j7x2kpn-1.zip
```
When i open the link using browser, i got this XML data.
```xml
<?xml versi... | closed | 2023-01-16T16:05:36 | https://api.github.com/repos/huggingface/datasets/issues/5427/comments | null | false | Unable to download dataset id_clickbait
### Describe the bug
I tried to download dataset `id_clickbait`, but receive this error message.
```
FileNotFoundError: Couldn't find file at https://md-datasets-cache-zipfiles-prod.s3.eu-west-1.amazonaws.com/k42j7x2kpn-1.zip
```
When i open the link using browser, i g... | [
"Thanks for reporting, @ilos-vigil.\r\n\r\nWe have transferred this issue to the corresponding dataset on the Hugging Face Hub: https://huggingface.co/datasets/id_clickbait/discussions/1 "
] |
https://api.github.com/repos/huggingface/datasets/issues/5426 | 5,426 | CI tests are broken: SchemaInferenceError | CI test (unit, ubuntu-latest, deps-minimum) is broken, raising a `SchemaInferenceError`: see https://github.com/huggingface/datasets/actions/runs/3930901593/jobs/6721492004
```
FAILED tests/test_beam.py::BeamBuilderTest::test_download_and_prepare_sharded - datasets.arrow_writer.SchemaInferenceError: Please pass `feat... | closed | 2023-01-16T16:02:07 | https://api.github.com/repos/huggingface/datasets/issues/5426/comments | null | false | CI tests are broken: SchemaInferenceError
CI test (unit, ubuntu-latest, deps-minimum) is broken, raising a `SchemaInferenceError`: see https://github.com/huggingface/datasets/actions/runs/3930901593/jobs/6721492004
```
FAILED tests/test_beam.py::BeamBuilderTest::test_download_and_prepare_sharded - datasets.arrow_writ... | [] |
https://api.github.com/repos/huggingface/datasets/issues/5425 | 5,425 | Sort on multiple keys with datasets.Dataset.sort() | ### Feature request
From discussion on forum: https://discuss.huggingface.co/t/datasets-dataset-sort-does-not-preserve-ordering/29065/1
`sort()` does not preserve ordering, and it does not support sorting on multiple columns, nor a key function.
The suggested solution:
> ... having something similar to panda... | closed | 2023-01-16T09:22:26 | https://api.github.com/repos/huggingface/datasets/issues/5425/comments | null | false | Sort on multiple keys with datasets.Dataset.sort()
### Feature request
From discussion on forum: https://discuss.huggingface.co/t/datasets-dataset-sort-does-not-preserve-ordering/29065/1
`sort()` does not preserve ordering, and it does not support sorting on multiple columns, nor a key function.
The suggested ... | [
"Hi! \r\n\r\n`Dataset.sort` calls `df.sort_values` internally, and `df.sort_values` brings all the \"sort\" columns in memory, so sorting on multiple keys could be very expensive. This makes me think that maybe we can replace `df.sort_values` with `pyarrow.compute.sort_indices` - the latter can also sort on multipl... |
https://api.github.com/repos/huggingface/datasets/issues/5424 | 5,424 | When applying `ReadInstruction` to custom load it's not DatasetDict but list of Dataset? | ### Describe the bug
I am loading datasets from custom `tsv` files stored locally and applying split instructions for each split. Although the ReadInstruction is being applied correctly and I was expecting it to be `DatasetDict` but instead it is a list of `Dataset`.
### Steps to reproduce the bug
Steps to reproduc... | closed | 2023-01-16T06:54:28 | https://api.github.com/repos/huggingface/datasets/issues/5424/comments | null | false | When applying `ReadInstruction` to custom load it's not DatasetDict but list of Dataset?
### Describe the bug
I am loading datasets from custom `tsv` files stored locally and applying split instructions for each split. Although the ReadInstruction is being applied correctly and I was expecting it to be `DatasetDict` b... | [
"Hi! You can get a `DatasetDict` if you pass a dictionary with read instructions as follows:\r\n```python\r\ninstructions = [\r\n ReadInstruction(split_name=\"train\", from_=0, to=10, unit='%', rounding='closest'),\r\n ReadInstruction(split_name=\"dev\", from_=0, to=10, unit='%', rounding='closest'),\r\n R... |
https://api.github.com/repos/huggingface/datasets/issues/5422 | 5,422 | Datasets load error for saved github issues | ### Describe the bug
Loading a previously downloaded & saved dataset as described in the HuggingFace course:
issues_dataset = load_dataset("json", data_files="issues/datasets-issues.jsonl", split="train")
Gives this error:
datasets.builder.DatasetGenerationError: An error occurred while generating the dataset... | open | 2023-01-14T17:29:38 | https://api.github.com/repos/huggingface/datasets/issues/5422/comments | null | false | Datasets load error for saved github issues
### Describe the bug
Loading a previously downloaded & saved dataset as described in the HuggingFace course:
issues_dataset = load_dataset("json", data_files="issues/datasets-issues.jsonl", split="train")
Gives this error:
datasets.builder.DatasetGenerationError: An... | [
"I can confirm that the error exists!\r\nI'm trying to read 3 parquet files locally:\r\n```python\r\nfrom datasets import load_dataset, Features, Value, ClassLabel\r\n\r\nreview_dataset = load_dataset(\r\n \"parquet\",\r\n data_files={\r\n \"train\": os.path.join(sentiment_analysis_data_path, \"train.p... |
https://api.github.com/repos/huggingface/datasets/issues/5421 | 5,421 | Support case-insensitive Hub dataset name in load_dataset | ### Feature request
The dataset name on the Hub is case-insensitive (see https://github.com/huggingface/moon-landing/pull/2399, internal issue), i.e., https://huggingface.co/datasets/GLUE redirects to https://huggingface.co/datasets/glue.
Ideally, we could load the glue dataset using the following:
```
from d... | closed | 2023-01-13T13:07:07 | https://api.github.com/repos/huggingface/datasets/issues/5421/comments | null | false | Support case-insensitive Hub dataset name in load_dataset
### Feature request
The dataset name on the Hub is case-insensitive (see https://github.com/huggingface/moon-landing/pull/2399, internal issue), i.e., https://huggingface.co/datasets/GLUE redirects to https://huggingface.co/datasets/glue.
Ideally, we could... | [
"Closing as case-insensitivity should be only for URL redirection on the Hub. In the APIs, we will only support the canonical name (https://github.com/huggingface/moon-landing/pull/2399#issuecomment-1382085611)"
] |
https://api.github.com/repos/huggingface/datasets/issues/5420 | 5,420 | ci: 🎡 remove two obsolete issue templates | add-dataset is not needed anymore since the "canonical" datasets are on the Hub. And dataset-viewer is managed within the datasets-server project.
See https://github.com/huggingface/datasets/issues/new/choose
<img width="1245" alt="Capture d’écran 2023-01-13 à 13 59 58" src="https://user-images.githubuserconten... | closed | 2023-01-13T12:58:43 | https://api.github.com/repos/huggingface/datasets/issues/5420/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5420",
"html_url": "https://github.com/huggingface/datasets/pull/5420",
"diff_url": "https://github.com/huggingface/datasets/pull/5420.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5420.patch",
"merged_at": "2023-01-13T13:29... | true | ci: 🎡 remove two obsolete issue templates
add-dataset is not needed anymore since the "canonical" datasets are on the Hub. And dataset-viewer is managed within the datasets-server project.
See https://github.com/huggingface/datasets/issues/new/choose
<img width="1245" alt="Capture d’écran 2023-01-13 à 13 59 58... | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<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 | rea... |
https://api.github.com/repos/huggingface/datasets/issues/5419 | 5,419 | label_column='labels' in datasets.TextClassification and 'label' or 'label_ids' in transformers.DataColator | ### Describe the bug
When preparing a dataset for a task using `datasets.TextClassification`, the output feature is named `labels`. When preparing the trainer using the `transformers.DataCollator` the default column name is `label` if binary or `label_ids` if multi-class problem.
It is required to rename the column... | closed | 2023-01-13T09:40:07 | https://api.github.com/repos/huggingface/datasets/issues/5419/comments | null | false | label_column='labels' in datasets.TextClassification and 'label' or 'label_ids' in transformers.DataColator
### Describe the bug
When preparing a dataset for a task using `datasets.TextClassification`, the output feature is named `labels`. When preparing the trainer using the `transformers.DataCollator` the default co... | [
"Hi! Thanks for pointing out this inconsistency. Changing the default value at this point is probably not worth it, considering we've started discussing the state of the task API internally - we will most likely deprecate the current one and replace it with a more robust solution that relies on the `train_eval_inde... |
https://api.github.com/repos/huggingface/datasets/issues/5418 | 5,418 | Add ProgressBar for `to_parquet` | ### Feature request
Add a progress bar for `Dataset.to_parquet`, similar to how `to_json` works.
### Motivation
It's a bit frustrating to not know how long a dataset will take to write to file and if it's stuck or not without a progress bar
### Your contribution
Sure I can help if needed | closed | 2023-01-12T05:06:20 | https://api.github.com/repos/huggingface/datasets/issues/5418/comments | null | false | Add ProgressBar for `to_parquet`
### Feature request
Add a progress bar for `Dataset.to_parquet`, similar to how `to_json` works.
### Motivation
It's a bit frustrating to not know how long a dataset will take to write to file and if it's stuck or not without a progress bar
### Your contribution
Sure I can help if ... | [
"Thanks for your proposal, @zanussbaum. Yes, I agree that would definitely be a nice feature to have!",
"@albertvillanova I’m happy to make a quick PR for the feature! let me know ",
"That would be awesome ! You can comment `#self-assign` to assign you to this issue and open a PR :) Will be happy to review",
... |
https://api.github.com/repos/huggingface/datasets/issues/5416 | 5,416 | Fix RuntimeError: Sharding is ambiguous for this dataset | 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. | closed | 2023-01-10T08:43:19 | https://api.github.com/repos/huggingface/datasets/issues/5416/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5416",
"html_url": "https://github.com/huggingface/datasets/pull/5416",
"diff_url": "https://github.com/huggingface/datasets/pull/5416.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5416.patch",
"merged_at": "2023-01-18T14:09... | true | Fix RuntimeError: Sharding is ambiguous for this dataset
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. | [
"_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... |
https://api.github.com/repos/huggingface/datasets/issues/5415 | 5,415 | RuntimeError: Sharding is ambiguous for this dataset | ### Describe the bug
When loading some datasets, a RuntimeError is raised.
For example, for "ami" dataset: https://huggingface.co/datasets/ami/discussions/3
```
.../huggingface/datasets/src/datasets/builder.py in _prepare_split(self, split_generator, check_duplicate_keys, file_format, num_proc, max_shard_size)
... | closed | 2023-01-10T07:36:11 | https://api.github.com/repos/huggingface/datasets/issues/5415/comments | null | false | RuntimeError: Sharding is ambiguous for this dataset
### Describe the bug
When loading some datasets, a RuntimeError is raised.
For example, for "ami" dataset: https://huggingface.co/datasets/ami/discussions/3
```
.../huggingface/datasets/src/datasets/builder.py in _prepare_split(self, split_generator, check_du... | [] |
https://api.github.com/repos/huggingface/datasets/issues/5414 | 5,414 | Sharding error with Multilingual LibriSpeech | ### Describe the bug
Loading the German Multilingual LibriSpeech dataset results in a RuntimeError regarding sharding with the following stacktrace:
```
Downloading and preparing dataset multilingual_librispeech/german to /home/nithin/datadrive/cache/huggingface/datasets/facebook___multilingual_librispeech/german/... | closed | 2023-01-09T14:45:31 | https://api.github.com/repos/huggingface/datasets/issues/5414/comments | null | false | Sharding error with Multilingual LibriSpeech
### Describe the bug
Loading the German Multilingual LibriSpeech dataset results in a RuntimeError regarding sharding with the following stacktrace:
```
Downloading and preparing dataset multilingual_librispeech/german to /home/nithin/datadrive/cache/huggingface/dataset... | [
"Thanks for reporting, @Nithin-Holla.\r\n\r\nThis is a known issue for multiple datasets and we are investigating it:\r\n- See e.g.: https://huggingface.co/datasets/ami/discussions/3",
"Main issue:\r\n- #5415",
"@albertvillanova Thanks! As a workaround for now, can I use the dataset in streaming mode?",
"Yes,... |
https://api.github.com/repos/huggingface/datasets/issues/5413 | 5,413 | concatenate_datasets fails when two dataset with shards > 1 and unequal shard numbers | ### Describe the bug
When using `concatenate_datasets([dataset1, dataset2], axis = 1)` to concatenate two datasets with shards > 1, it fails:
```
File "/home/xzg/anaconda3/envs/tri-transfer/lib/python3.9/site-packages/datasets/combine.py", line 182, in concatenate_datasets
return _concatenate_map_style_data... | closed | 2023-01-08T17:01:52 | https://api.github.com/repos/huggingface/datasets/issues/5413/comments | null | false | concatenate_datasets fails when two dataset with shards > 1 and unequal shard numbers
### Describe the bug
When using `concatenate_datasets([dataset1, dataset2], axis = 1)` to concatenate two datasets with shards > 1, it fails:
```
File "/home/xzg/anaconda3/envs/tri-transfer/lib/python3.9/site-packages/datasets/... | [
"Hi ! Thanks for reporting :)\r\n\r\nI managed to reproduce the hub using\r\n```python\r\n\r\nfrom datasets import concatenate_datasets, Dataset, load_from_disk\r\n\r\nDataset.from_dict({\"a\": range(9)}).save_to_disk(\"tmp/ds1\")\r\nds1 = load_from_disk(\"tmp/ds1\")\r\nds1 = concatenate_datasets([ds1, ds1])\r\n\r\... |
https://api.github.com/repos/huggingface/datasets/issues/5412 | 5,412 | load_dataset() cannot find dataset_info.json with multiple training runs in parallel | ### Describe the bug
I have a custom local dataset in JSON form. I am trying to do multiple training runs in parallel. The first training run runs with no issue. However, when I start another run on another GPU, the following code throws this error.
If there is a workaround to ignore the cache I think that would ... | closed | 2023-01-08T00:44:32 | https://api.github.com/repos/huggingface/datasets/issues/5412/comments | null | false | load_dataset() cannot find dataset_info.json with multiple training runs in parallel
### Describe the bug
I have a custom local dataset in JSON form. I am trying to do multiple training runs in parallel. The first training run runs with no issue. However, when I start another run on another GPU, the following code t... | [
"Hi ! It fails because the dataset is already being prepared by your first run. I'd encourage you to prepare your dataset before using it for multiple trainings.\r\n\r\nYou can also specify another cache directory by passing `cache_dir=` to `load_dataset()`.",
"Thank you! What do you mean by prepare it beforehand... |
https://api.github.com/repos/huggingface/datasets/issues/5411 | 5,411 | Update docs of S3 filesystem with async aiobotocore | [s3fs has migrated to all async calls](https://github.com/fsspec/s3fs/commit/0de2c6fb3d87c08ea694de96dca0d0834034f8bf).
Updating documentation to use `AioSession` while using s3fs for download manager as well as working with datasets | closed | 2023-01-06T23:19:17 | https://api.github.com/repos/huggingface/datasets/issues/5411/comments | {
"url": "https://api.github.com/repos/huggingface/datasets/pulls/5411",
"html_url": "https://github.com/huggingface/datasets/pull/5411",
"diff_url": "https://github.com/huggingface/datasets/pull/5411.diff",
"patch_url": "https://github.com/huggingface/datasets/pull/5411.patch",
"merged_at": "2023-01-18T11:12... | true | Update docs of S3 filesystem with async aiobotocore
[s3fs has migrated to all async calls](https://github.com/fsspec/s3fs/commit/0de2c6fb3d87c08ea694de96dca0d0834034f8bf).
Updating documentation to use `AioSession` while using s3fs for download manager as well as working with datasets | [
"_The documentation is not available anymore as the PR was closed or merged._",
"<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 | rea... |
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