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"_The documentation is not available anymore as the PR was closed or merged._",
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"Hi! The link pointing to the code that generated the dataset is broken. Can you please fix it to make debugging easier?",
"> Hi! The link pointing to the code that generated the dataset is broken. Can you please fix it to make debugging easier?\r\n\r\nSorry about that, it's fixed now.\r\n",
"@cyanic-selkie cou... | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
When loading the dataset [wikianc-en](https://huggingface.co/datasets/cyanic-selkie/wikianc-en) which I created using [this](https://github.com/cyanic-selkie/wikianc) code, I get the following error:
```
Traceback (most recent call last):
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"_The documentation is not available anymore as the PR was closed or merged._",
"[Confirmed](https://huggingface.slack.com/archives/C02EMARJ65P/p1680541667004199) with the Hub team the file size limit for the Hugging Face Hub is 10MB :)",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<deta... | https://api.github.com/repos/huggingface/datasets | MEMBER | This PR addresses the comments in #5687 about compressing text file extensions before uploading to the Hub. Also clarified what "too large" means based on the GitLFS [docs](https://docs.github.com/en/repositories/working-with-files/managing-large-files/about-git-large-file-storage). | 2023-04-19T13:37:32Z | https://github.com/huggingface/datasets/pull/5691 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"```python\r\nIn [1]: from datasets import load_dataset\r\n\r\nIn [2]: ds = load_dataset(\"wikipedia\", \"20220301.en\", split=\"train\", streaming=True); item = next(iter(ds)); item\r\nOut[2]: \r\n{'id': '12',\r\n 'url': 'https://en.... | https://api.github.com/repos/huggingface/datasets | MEMBER | This PR implements streaming Apache Beam datasets that are already preprocessed by us and stored in the HF Google Cloud Storage:
- natural_questions
- wiki40b
- wikipedia
This is done by streaming from the prepared Arrow files in HF Google Cloud Storage.
This will fix their corresponding dataset viewers. Relat... | 2023-04-12T05:57:55Z | https://github.com/huggingface/datasets/pull/5689 | {
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"Hi @wccccp, thanks for reporting. \r\nThat's weird since `huggingface_hub` _has_ a module called `hf_api` and you are using a recent version of it. \r\n\r\nWhich version of `datasets` are you using? And is it a bug that you experienced only recently? (cc @lhoestq can it be somehow related to the recent release of ... | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
rta.sh
Traceback (most recent call last):
File "run.py", line 7, in <module>
import datasets
File "/home/appuser/miniconda3/envs/pt2/lib/python3.8/site-packages/datasets/__init__.py", line 37, in <module>
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"Hi @adrianfagerland, thanks for reporting.\r\n\r\nPlease note that \"wikipedia\" is a special dataset, with an Apache Beam builder: https://beam.apache.org/\r\nYou can find more info about Beam datasets in our docs: https://huggingface.co/docs/datasets/beam\r\n\r\nIt was implemented to be run in parallel processin... | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
I am unable to download the wikipedia dataset onto GCS.
When I run the script provided the memory firstly gets eaten up, then it crashes.
I tried running this on a VM with 128GB RAM and all I got was a two empty files: _data_builder.lock_, _data.incomplete/beam-temp-wikipedia-train-1ab2039a... | 2023-03-31T13:31:32Z | https://github.com/huggingface/datasets/issues/5688 | {
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"Great idea!\r\n\r\nShould we also take this opportunity to include some audio/image file formats? Currently, it still reads very text heavy. Something like:\r\n\r\n> We support many text, audio, and image data extensions such as `.zip`, `.rar`, `.mp3`, and `.jpg` among many others. For data extensions like `.csv`,... | https://api.github.com/repos/huggingface/datasets | MEMBER | In our docs to [Share a dataset to the Hub](https://huggingface.co/docs/datasets/upload_dataset), we tell users to upload directly their data files, like CSV, JSON, JSON-Lines, text,... However, these extensions are not tracked by Git LFS by default, as they are not in the `.giattributes` file. Therefore, if they are t... | 2023-04-19T07:25:59Z | https://github.com/huggingface/datasets/issues/5687 | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5686). All of your documentation changes will be reflected on that endpoint.",
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"Hi! \r\n\r\nYou can fix the viewer by adding the `dataset_info` YAML field deleted in https://huggingface.co/datasets/Francesco/cell-towers/commit/b95b59ddd91ebe9c12920f0efe0ed415cd0d4298 back to the metadata section of the card. \r\n\r\nTo avoid this issue in the feature, you can use `huggingface_hub`'s [RepoCard... | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
Hi :wave:
Not sure if this is the right place to ask, but I am trying to load a huge amount of datasets on the hub (:partying_face: ) but I am facing a little issue with the `image` type
![image](https://user-images.githubusercontent.com/15908060/228587875-427a37f1-3a31-4e17-8bbe-0f75900391... | 2023-03-30T07:54:25Z | https://github.com/huggingface/datasets/issues/5685 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | MEMBER | This PR fixes the values assigned to `verification_mode` when passing `ignore_verifications` to `load_dataset`.
Related to:
- #5303
Fix #5682. | 2023-03-29T17:36:06Z | https://github.com/huggingface/datasets/pull/5683 | {
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```
ValueError: 'none' is not a valid VerificationMode
``` | 2023-03-29T17:28:58Z | https://github.com/huggingface/datasets/issues/5682 | {
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"Good idea, I think I've seen this a couple of times before too on the forums. I can work on this :)",
"Closed in #5693 "
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Following [this](https://github.com/huggingface/datasets/issues/5650) issue I think we should add a note about the order of patterns that is used to find splits, see [my comment](https://github.com/huggingface/datasets/issues/5650#issuecomment-1488412527). Also we should reference this page in pages about packaged load... | 2023-04-03T18:31:11Z | https://github.com/huggingface/datasets/issues/5681 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_a... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | There is a description mistake in the annotation of interleave_dataset with "all_exhausted" stopping_strategy.
``` python
d1 = Dataset.from_dict({"a": [0, 1, 2]})
d2 = Dataset.from_dict({"a": [10, 11, 12, 13]})
d3 = Dataset.from_dict({"a": [20, 21, 22, 23, 24]})
dataset = interleave_datasets([d1, d2, d3], stopping... | 2023-03-30T13:14:19Z | https://github.com/huggingface/datasets/pull/5680 | {
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"Hi ! AFAIK a dataset must be present on a local disk to be able to efficiently memory map the datasets Arrow files. What makes you think that it is possible to load from a cloud storage and have good performance ?\r\n\r\nAnyway it's already possible to download_and_prepare a dataset as Arrow files in a cloud stora... | https://api.github.com/repos/huggingface/datasets | NONE | ### Feature request
As a user, I can set a working dir for intermediate data creation. The processed files will be moved to the cache dir, like
```
load_dataset(…, working_dir=”/temp/dir”, cache_dir=”/cloud_dir”).
```
### Motivation
This will help the use case for using datasets with cloud storage as cache. It wi... | 2023-04-12T22:30:25Z | https://github.com/huggingface/datasets/issues/5679 | {
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"if i read spark Dataframe , got an error on multi-node Spark cluster.\r\nDid the Api (Dataset.from_spark) support Spark cluster, read dataframe and save_to_disk?\r\n\r\nError: \r\n_pickle.PicklingError: Could not serialize object: RuntimeError: It appears that you are attempting to reference SparkContext from a b... | https://api.github.com/repos/huggingface/datasets | NONE | ### Feature request
Add a new API `Dataset.from_spark` to create a Dataset from Spark DataFrame.
### Motivation
Spark is a distributed computing framework that can handle large datasets. By supporting loading Spark DataFrames directly into Hugging Face Datasets, we enable take the advantages of spark to processing t... | 2023-07-21T14:15:38Z | https://github.com/huggingface/datasets/issues/5678 | {
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`Dataset.map()` crashes any time any column contains more than `writer_batch_size` (default 1000) empty dictionaries, regardless of whether the column is being operated on. The error does not occur if the dictionaries are non-empty.
### Steps to reproduce the bug
Example:
```
import datasets... | 2023-07-07T14:01:14Z | https://github.com/huggingface/datasets/issues/5677 | {
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"The dataset still can be found, if instead of using the search form you just enter the language code in the url, like https://huggingface.co/datasets?language=language:myv. \r\n\r\nBut of course having a more complete list of languages in the search form (or just a fallback to the language codes, if they are missi... | https://api.github.com/repos/huggingface/datasets | NONE | Hi! I use the language search field on https://huggingface.co/datasets
However, some of the datasets tagged by ISO language code are not accessible by this search form.
For example, [myv_ru_2022](https://huggingface.co/datasets/slone/myv_ru_2022) is has `myv` language tag but it is not included in Languages search fo... | 2023-03-30T08:08:15Z | https://github.com/huggingface/datasets/issues/5675 | {
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"Hi! You can contact `security@huggingface.co` to report this vulnerability."
] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
I found a Stored XSS on a page that can be publicly accessible to all visitors. But I didn't find a suitable place to report.
Please guide me on this.
### Steps to reproduce the bug
Due to security restrictions, I don't want to publish it publicly.
### Expected behavior
User inputs must be ... | 2023-03-27T21:01:55Z | https://github.com/huggingface/datasets/issues/5674 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"> download_and_prepare is not called when streaming a dataset, so we may need to have storage_options in the DatasetBuilder.__init__ ? This way it could also be passed later to as_streaming_dataset and the StreamingDownloadManager\r\... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Remove implementation-specific kwargs from `file_utils.fsspec_get` and `file_utils.fsspec_head`, instead allowing them to be passed down via `storage_options`. This fixes an issue where s3fs did not recognize a timeout arg as well as fixes an issue mentioned in https://github.com/huggingface/datasets/issues/5281 by all... | 2023-03-28T15:03:38Z | https://github.com/huggingface/datasets/pull/5673 | {
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"Hi ! It's been fixed by https://github.com/huggingface/datasets/pull/5598. We're doing a new release tomorrow with the fix and you'll be able to push your 100k images ;)\r\n\r\nBasically `push_to_hub` used to fail if the remote repository already exists and has a README.md without dataset_info in the YAML tags.\r\... | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
Uploading a dataset with `push_to_hub()` fails without error description.
### Steps to reproduce the bug
Hey there,
I've built a image dataset of 100k images + text pair as described here https://huggingface.co/docs/datasets/image_dataset#imagefolder
Now I'm trying to push it to the hub b... | 2023-03-30T08:11:05Z | https://github.com/huggingface/datasets/issues/5672 | {
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"Sounds like an issue with incompatible `transformers` dependencies versions.\r\n\r\nCan you try to update `transformers` ?\r\n\r\nEDIT: I checked the `transformers` dependencies and it seems like you need `tokenizers>=0.10.1,<0.11` with `transformers==4.5.1`\r\n\r\nEDIT2: this old version of `datasets` seems to im... | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
I'm new to use HuggingFace datasets but I cannot use `load_dataset('glue', 'cola')`.
- I was stacked by the following problem:
```python
from datasets import load_dataset
cola_dataset = load_dataset('glue', 'cola')
------------------------------------------------------------------------... | 2023-03-28T07:43:44Z | https://github.com/huggingface/datasets/issues/5671 | {
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https://api.github.com/repos/huggingface/datasets/issues/5670/comments | https://api.github.com/repos/huggingface/datasets/issues/5670/timeline | 2023-03-27T22:54:56Z | null | completed | I_kwDODunzps5hya1F | closed | [] | null | 5,670 | {
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"Hi ! This sounds related to https://github.com/huggingface/datasets/issues/5406\r\n\r\nUpdating `datasets` fixes the issue ;)",
"Thanks @lhoestq!\r\n\r\nI'll close this issue now."
] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
I've been playing around with huggingface library, mostly with `datasets` and wanted to download the multi class classification datasets to fine tune BERT on this task. ([link](https://huggingface.co/docs/transformers/training#train-with-pytorch-trainer)).
While loading the dataset, I'm getting... | 2023-03-27T22:54:56Z | https://github.com/huggingface/datasets/issues/5670 | {
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https://api.github.com/repos/huggingface/datasets/issues/5669/comments | https://api.github.com/repos/huggingface/datasets/issues/5669/timeline | null | null | null | I_kwDODunzps5hovce | open | [] | null | 5,669 | {
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"Do I miss something here?",
"Hi! \r\n\r\nThe first dataset stores images as bytes (the \"image\" column type is `datasets.Image()`) and decodes them as `PIL.Image` objects and the second dataset stores them as variable-length lists (the \"image\" column type is `datasets.Sequence(...)`)), so I guess going from `... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ### Describe the bug
I am struggling to understand (huge) performance difference between two datasets that are almost identical.
### Steps to reproduce the bug
# Fast (normal) dataset speed:
```python
import cv2
from datasets import load_dataset
from torch.utils.data import DataLoader
dataset = load_dataset(... | 2023-04-09T18:56:23Z | https://github.com/huggingface/datasets/issues/5669 | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5668). All of your documentation changes will be reflected on that endpoint.",
"My previous comment didn't create the retro-link in the PR. I write it here again.\r\n\r\nYou can check the context and the discussions we had abou... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | We can pass split to `_split_generators()`.
But I'm not sure if it's possible to solve cache issues, mostly with `dataset_info.json` | 2023-03-24T06:43:14Z | https://github.com/huggingface/datasets/pull/5668 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | MEMBER | close https://github.com/huggingface/datasets/issues/5666 | 2023-03-23T16:23:11Z | https://github.com/huggingface/datasets/pull/5667 | {
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- #5663
we should revert the temporary pin on tensorflow introduced by:
- #5664 | 2023-03-23T16:14:54Z | https://github.com/huggingface/datasets/issues/5666 | {
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It'd be great to have a lazy push to hub, similar to the lazy loading we have with `IterableDataset`.
Suppose you'd like to filter [LAION](https://huggingface.co/datasets/laion/laion400m) based on certain conditions, but as LAION doesn't fit into your disk, you'd like to leverage streaming:
`... | 2023-03-23T09:53:16Z | https://github.com/huggingface/datasets/issues/5665 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | MEMBER | As a hotfix for our CI, temporarily pin `tensorflow` upper version:
- In Python 3.10, tensorflow-2.12.0 also installs `jax`
Fix #5663
Until root cause is fixed. | 2023-03-23T10:17:11Z | https://github.com/huggingface/datasets/pull/5664 | {
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```
FAILED tests/test_arrow_dataset.py::BaseDatasetTest::test_map_jax_in_memory - ModuleNotFoundError: jax requires jaxlib to be installed. See https://github.com/google/jax#installation for installati... | 2023-03-23T10:09:55Z | https://github.com/huggingface/datasets/issues/5663 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"I am merging because the CI error is unrelated.",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | re... | https://api.github.com/repos/huggingface/datasets | MEMBER | After ruff-0.0.258 release, the C416 rule was updated with unnecessary dict comprehensions. See:
- https://github.com/charliermarsh/ruff/releases/tag/v0.0.258
- https://github.com/charliermarsh/ruff/pull/3605
This PR fixes one unnecessary dict comprehension in our code: no need to unpack and re-pack the tuple valu... | 2023-03-23T09:46:59Z | https://github.com/huggingface/datasets/pull/5662 | {
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```
src/datasets/arrow_dataset.py:3267:35: C416 [*] Unnecessary `dict` comprehension (rewrite using `dict()`)
Found 1 error.
``` | 2023-03-23T09:37:51Z | https://github.com/huggingface/datasets/issues/5661 | {
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"You can convert any dataset to pandas to be used with imbalanced-learn using `.to_pandas()`\r\n\r\nOtherwise if you want to keep a `Dataset` object and still use e.g. [make_imbalance](https://imbalanced-learn.org/stable/references/generated/imblearn.datasets.make_imbalance.html#imblearn.datasets.make_imbalance), y... | https://api.github.com/repos/huggingface/datasets | NONE | ### Feature request
Wouldn't it be great if the various class balancing operations from imbalanced-learn were available as part of datasets?
### Motivation
I'm trying to use imbalanced-learn to balance a dataset, but it's not clear how to get the two to interoperate - what would be great would be some examples. I'v... | 2023-07-06T18:10:15Z | https://github.com/huggingface/datasets/issues/5660 | {
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"cc @polinaeterna @lhoestq ",
"@sanchit-gandhi can you please also post the logs of `pip install soundfile==0.12.1`? To check what wheel is being installed or if it's being built from source (I think it's the latter case). \r\nRequired `libsndfile` binary **should** be bundeled with `soundfile` wheel but I assume... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ### Describe the bug
I'm encountering several issues trying to load mp3 audio files using `datasets` on a TPU v4.
The PR https://github.com/huggingface/datasets/pull/5573 updated the audio loading logic to rely solely on the `soundfile`/`libsndfile` libraries for loading audio samples, regardless of their file t... | 2024-01-17T13:59:22Z | https://github.com/huggingface/datasets/issues/5659 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Closes #5653
@mariosasko | 2023-03-24T16:43:34Z | https://github.com/huggingface/datasets/pull/5658 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Most HTTP(S) downloads from this library support proxy automatically by reading the `HTTP_PROXY` environment variable (et al.) because `requests` is widely used. However, in some parts of the code, `fsspec` is used, which in turn uses `aiohttp` for HTTP(S) requests (as opposed to `requests`), which in turn doesn't supp... | 2023-03-23T14:14:50Z | https://github.com/huggingface/datasets/pull/5656 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | MEMBER | Following discussion at https://github.com/huggingface/datasets/pull/5589
Right now `to_iterable_dataset` on images/audio hurts iterable dataset performance a lot (e.g. x4 slower because it encodes+decodes images/audios unnecessarily).
I fixed it by providing a generator that yields undecoded examples | 2023-03-23T13:19:27Z | https://github.com/huggingface/datasets/pull/5655 | {
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"Upd. the above code works if we replace `25` with `1`, but the result value at key \"hr\" is not a tensor but a list of lists of lists of uint8.\r\n\r\nAdding `train_data.set_format(\"torch\")` after map fixes this, but the original issue remains\r\n\r\n",
"As a workaround, one can replace\r\n`return {\"hr\": to... | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
Hi, I'm trying to use `.map` method to cache multiple random crops from the image to speed up data processing during training, as the image size is too big.
The map function executes all iterations, and then returns the following error:
```bash
Traceback (most recent call last): ... | 2023-03-21T10:32:07Z | https://github.com/huggingface/datasets/issues/5654 | {
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"I agree this should be documented"
] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
[`num_proc`](https://huggingface.co/docs/datasets/main/en/package_reference/main_classes#datasets.DatasetDict.save_to_disk.num_proc) will affect `num_shards`, but it's not documented
### Steps to reproduce the bug
Nothing to reproduce
### Expected behavior
[document of `num_shards`](https://... | 2023-03-24T16:36:23Z | https://github.com/huggingface/datasets/issues/5653 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | MEMBER | Some users (even internally at HF) are doing
```python
dset_features = dset.features
dset_features.pop(col_to_remove)
dset = dset.map(..., features=dset_features)
```
Right now this causes issues because it modifies the features dict in place before the map.
In this PR I modified `dset.features` to return a ... | 2023-03-23T13:19:19Z | https://github.com/huggingface/datasets/pull/5652 | {
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"`save_to_disk` should indeed expand `~`. Marking it as a \"good first issue\".",
"#self-assign\r\n\r\nFile path to code: \r\n\r\nhttps://github.com/huggingface/datasets/blob/2.13.0/src/datasets/arrow_dataset.py#L1364\r\n\r\n@RmZeta2718 I created a pull request for this issue. ",
"Hello, \r\nIt says `save_to_di... | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
save_to_disk() does not expand `~`
1. `dataset = load_datasets("any dataset")`
2. `dataset.save_to_disk("~/data")`
3. a folder named "~" created in current folder
4. FileNotFoundError is raised, because the expanded path does not exist (`/home/<user>/data`)
related issue https://github.... | 2023-10-27T14:04:37Z | https://github.com/huggingface/datasets/issues/5651 | {
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"Can you post a reproducible code snippet of what you tried to do?\r\n\r\n",
"> Can you post a reproducible code snippet of what you tried to do?\n> \n> \n\n```python\nfrom datasets import load_dataset\n\ndataset = load_dataset(\"my_folder_name\", split=\"train\")\n```",
"hi @WiNE-iNEFF ! can you please also te... | https://api.github.com/repos/huggingface/datasets | NONE | I have about 20000 images in my folder which divided into 4 folders with class names.
When i use load_dataset("my_folder_name", split="train") this function create dataset in which there are only 4 images, the remaining 19000 images were not added there. What is the problem and did not understand. Tried converting imag... | 2023-07-24T14:13:02Z | https://github.com/huggingface/datasets/issues/5650 | {
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https://api.github.com/repos/huggingface/datasets/issues/5649/comments | https://api.github.com/repos/huggingface/datasets/issues/5649/timeline | 2023-06-17T07:01:57Z | null | not_planned | I_kwDODunzps5hKnkU | closed | [
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"gists_url": "https://api.github.co... | The index column created with .to_sql() is dependent on the batch_size when writing | https://api.github.com/repos/huggingface/datasets/issues/5649/events | null | https://api.github.com/repos/huggingface/datasets/issues/5649/labels{/name} | 2023-03-18T05:25:17Z | null | false | {
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"Thanks for reporting, @lsb. \r\n\r\nWe are investigating it.\r\n\r\nOn the other hand, please note that in the next `datasets` release, the index will not be created by default (see #5583). If you would like to have it, you will need to explicitly pass `index=True`. ",
"I think this is low enough priority for me... | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
It seems like the "index" column is designed to be unique? The values are only unique per batch. The SQL index is not a unique index.
This can be a problem, for instance, when building a faiss index on a dataset and then trying to match up ids with a sql export.
### Steps to reproduce the ... | 2023-06-17T07:01:57Z | https://github.com/huggingface/datasets/issues/5649 | {
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"Thanks for reporting! This can be fixed by setting the format to `arrow` in `flatten_indices` and restoring the original format after the flattening. I'm working on a PR that reduces the number of the `flatten_indices` calls in our codebase and makes `flatten_indices` a no-op when a dataset does not have an indice... | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
Hi,
I noticed that `flatten_indices` throws an error when the batch format is `pandas`. This is probably due to the fact that flatten_indices uses map internally which doesn't accept dataframes as the transformation function output
### Steps to reproduce the bug
tabular_data = pd.DataFrame(np.r... | 2023-03-21T13:12:03Z | https://github.com/huggingface/datasets/issues/5648 | {
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"related to #5444 ",
"We now log these messages instead of printing them (addressed in #6019), so I'm closing this issue."
] | https://api.github.com/repos/huggingface/datasets | NONE | ### Feature request
Make all print statements optional to speed up the development
### Motivation
Im loading multiple tiny datasets and all the print statements make the loading slower
### Your contribution
I can help contribute | 2023-07-21T14:20:25Z | https://github.com/huggingface/datasets/issues/5647 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Fix #5641 | 2023-03-16T17:21:58Z | https://github.com/huggingface/datasets/pull/5646 | {
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https://api.github.com/repos/huggingface/datasets/issues/5645/comments | https://api.github.com/repos/huggingface/datasets/issues/5645/timeline | 2023-03-17T04:24:51Z | null | completed | I_kwDODunzps5g-7O2 | closed | [] | null | 5,645 | {
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"gists_url": "htt... | Datasets map and select(range()) is giving dill error | https://api.github.com/repos/huggingface/datasets/issues/5645/events | null | https://api.github.com/repos/huggingface/datasets/issues/5645/labels{/name} | 2023-03-16T10:01:28Z | null | false | null | null | 1,627,108,278 | [] | https://api.github.com/repos/huggingface/datasets/issues/5645 | [
"It looks like an error that we observed once in https://github.com/huggingface/datasets/pull/5166\r\n\r\nCan you try to update `datasets` ?\r\n\r\n```\r\npip install -U datasets\r\n```\r\n\r\nif it doesn't work, can you make sure you don't have packages installed that may modify `dill`'s behavior, such as `apache-... | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
I'm using Huggingface Datasets library to load the dataset in google colab
When I do,
> data = train_dataset.select(range(10))
or
> train_datasets = train_dataset.map(
> process_data_to_model_inputs,
> batched=True,
> batch_size=batch_size,
> remove_columns... | 2023-03-17T04:24:51Z | https://github.com/huggingface/datasets/issues/5645 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | To address https://github.com/huggingface/datasets/discussions/5593.
| 2023-03-16T14:20:44Z | https://github.com/huggingface/datasets/pull/5644 | {
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https://api.github.com/repos/huggingface/datasets/issues/5643/comments | https://api.github.com/repos/huggingface/datasets/issues/5643/timeline | 2023-03-16T17:15:40Z | null | null | PR_kwDODunzps5MI9zO | closed | [] | false | 5,643 | {
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"gists_url"... | Support PyArrow arrays as column values in `from_dict` | https://api.github.com/repos/huggingface/datasets/issues/5643/events | null | https://api.github.com/repos/huggingface/datasets/issues/5643/labels{/name} | 2023-03-15T19:32:40Z | null | false | null | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | For consistency with `pa.Table.from_pydict`, which supports both Python lists and PyArrow arrays as column values.
"Fixes" https://discuss.huggingface.co/t/pyarrow-lib-floatarray-did-not-recognize-python-value-type-when-inferring-an-arrow-data-type/33417 | 2023-03-16T17:23:06Z | https://github.com/huggingface/datasets/pull/5643 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | MEMBER | to fix errors like
```
requests.exceptions.HTTPError: 400 Client Error: Bad Request for url: https://hub-ci.huggingface.co/api/datasets/__DUMMY_TRANSFORMERS_USER__/...
```
(e.g. from this [failing CI](https://github.com/huggingface/datasets/actions/runs/4428956210/jobs/7769160997))
0.11.0 is the current mini... | 2023-03-20T12:34:09Z | https://github.com/huggingface/datasets/pull/5642 | {
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"following_url": "https://api.github.com/users/alialamiidrissi/following{/other_user}"... | Features cannot be named "self" | https://api.github.com/repos/huggingface/datasets/issues/5641/events | null | https://api.github.com/repos/huggingface/datasets/issues/5641/labels{/name} | 2023-03-15T17:16:40Z | null | false | null | null | 1,625,942,730 | [] | https://api.github.com/repos/huggingface/datasets/issues/5641 | [] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
Hi,
I noticed that we cannot create a HuggingFace dataset from Pandas DataFrame with a column named `self`.
The error seems to be coming from arguments validation in the `Features.from_dict` function.
### Steps to reproduce the bug
```python
import datasets
dummy_pandas = pd.DataFrame([0... | 2023-03-16T17:14:51Z | https://github.com/huggingface/datasets/issues/5641 | {
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https://api.github.com/repos/huggingface/datasets/issues/5640/comments | https://api.github.com/repos/huggingface/datasets/issues/5640/timeline | 2023-03-16T13:40:12Z | null | null | PR_kwDODunzps5MID3I | closed | [] | false | 5,640 | {
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"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a... | https://api.github.com/repos/huggingface/datasets | MEMBER | `zipfile.is_zipfile` return false positives for some Parquet files. It causes errors when loading certain parquet datasets, where some files are considered ZIP files by `zipfile.is_zipfile`
This is a known issue: https://github.com/python/cpython/issues/72680
At first I wanted to rely only on magic numbers, but t... | 2023-03-16T13:47:37Z | https://github.com/huggingface/datasets/pull/5640 | {
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When trying to `load_dataset_builder` for `HuggingFaceGECLM/StackExchange_Mar2023`, extraction fails, because parquet file [devops-00000-of-00001-22fe902fd8702892.parquet](https://huggingface.co/datasets/HuggingFaceGECLM/StackExchange_Mar2023/resolve/1f8c9a2ab6f7d0f9ae904b8b922e4384592ae1a5/data... | 2023-03-16T13:40:14Z | https://github.com/huggingface/datasets/issues/5639 | {
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" I think https://github.com/fsspec/universal_pathlib is the project you are looking for.\r\n\r\n`xPath` has the methods often used in dataset scripts, and `mkdir` is not one of them (`dl_manager`'s role is to \"interact\" with the file system, so using `mkdir` is discouraged).",
"Right is there a difference betw... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ### Feature request
Current xPath implementation is a great extension of Path in order to work with remote objects. However some methods such as `mkdir` are not implemented correctly. It should instead rely on `fsspec` methods, instead of defaulting do `Path` methods which only work locally.
### Motivation
I'm using... | 2023-03-17T13:21:12Z | https://github.com/huggingface/datasets/issues/5638 | {
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"gists_url"... | IterableDataset with_format does not support 'device' keyword for jax | https://api.github.com/repos/huggingface/datasets/issues/5637/events | null | https://api.github.com/repos/huggingface/datasets/issues/5637/labels{/name} | 2023-03-15T11:04:12Z | null | false | null | null | 1,625,295,691 | [] | https://api.github.com/repos/huggingface/datasets/issues/5637 | [
"Hi! Yes, only `torch` is currently supported. Unlike `Dataset`, `IterableDataset` is not PyArrow-backed, so we cannot simply call `to_numpy` on the underlying subtables to format them numerically. Instead, we must manually convert examples to (numeric) arrays while preserving consistency with `Dataset`, which is n... | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
As seen here: https://huggingface.co/docs/datasets/use_with_jax dataset.with_format() supports the keyword 'device', to put data on a specific device when loaded as jax. However, when called on an IterableDataset, I got the error `TypeError: with_format() got an unexpected keyword argument 'devi... | 2023-03-16T18:30:59Z | https://github.com/huggingface/datasets/issues/5637 | {
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https://api.github.com/repos/huggingface/datasets/issues/5636/comments | https://api.github.com/repos/huggingface/datasets/issues/5636/timeline | 2023-03-14T16:29:52Z | null | null | PR_kwDODunzps5MAunR | closed | [] | false | 5,636 | {
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"gist... | Fix CI: ignore C901 ("some_func" is to complex) in `ruff` | https://api.github.com/repos/huggingface/datasets/issues/5636/events | null | https://api.github.com/repos/huggingface/datasets/issues/5636/labels{/name} | 2023-03-14T15:29:11Z | null | false | null | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | idk if I should have added this ignore to `ruff` too, but I added :) | 2023-03-14T16:37:06Z | https://github.com/huggingface/datasets/pull/5636 | {
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"gist... | Pass custom metadata filename to Image/Audio folders | https://api.github.com/repos/huggingface/datasets/issues/5635/events | null | https://api.github.com/repos/huggingface/datasets/issues/5635/labels{/name} | 2023-03-14T15:08:16Z | null | false | null | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5635). All of your documentation changes will be reflected on that endpoint.",
"I'm not a big fan of this new param - I find assigning metadata files to splits via the `data_files` param cleaner. Also, assuming that the metadat... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | This is a quick fix.
Now it requires to pass data via `data_files` parameters and include a required metadata file there and pass its filename as `metadata_filename` parameter.
For example, with the structure like:
```
data
images_dir/
im1.jpg
im2.jpg
...
metadata_dir/
meta_file... | 2023-03-22T17:50:31Z | https://github.com/huggingface/datasets/pull/5635 | {
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https://api.github.com/repos/huggingface/datasets/issues/5634/comments | https://api.github.com/repos/huggingface/datasets/issues/5634/timeline | 2023-10-11T16:30:16Z | null | completed | I_kwDODunzps5gtDpu | closed | [] | null | 5,634 | {
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"Hi! \r\n\r\nBy default, tqdm has `leave=True` to \"keep all traces of the progress bar upon the termination of iteration\". However, we use `leave=False` in some places (as of recently), which removes the bar once the iteration is over.\r\n\r\nI feel like our TQDM bars are noisy, so I think we should always set `l... | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
During downloading the rotten tomatoes dataset, not all progress bars are displayed properly. This might be related to [this ticket](https://github.com/huggingface/datasets/issues/5117) as it raised the same concern but its not clear if the fix solves this issue too.
ipywidgets
<img width=... | 2023-10-11T16:30:16Z | https://github.com/huggingface/datasets/issues/5634 | {
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https://api.github.com/repos/huggingface/datasets/issues/5633/comments | https://api.github.com/repos/huggingface/datasets/issues/5633/timeline | 2023-03-13T17:54:19Z | null | completed | I_kwDODunzps5gpasS | closed | [] | null | 5,633 | {
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"Okay, the issue was likely caused by mixing `conda` and `pip` usage - I forgot that I have already used `pip` in this environment previously and that it was 'spoiled' because of it. Creating another environment and installing `datasets` by pip with other packages from the `requirements.txt` file solved the problem... | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
Hi,
I cannot even import the library :( I installed it by running:
```
$ conda install datasets
```
Then I realized I should maybe use the huggingface channel, because I encountered the error below, so I ran:
```
$ conda remove datasets
$ conda install -c huggingface datasets
```
Pl... | 2023-03-13T17:54:19Z | https://github.com/huggingface/datasets/issues/5633 | {
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"Answered on the forum:\r\n\r\n> To fix the overflow error, we need to merge [support LargeListArray in pyarrow by xwwwwww · Pull Request #4800 · huggingface/datasets · GitHub](https://github.com/huggingface/datasets/pull/4800), which adds support for the large lists. However, before merging it, we need to come up ... | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
Hello everyone!
I tried to build a new dataset with the command "dict_valid = datasets.Dataset.from_dict({'input_values': values_array})".
However, I have a very large dataset (~400Go) and it seems that dataset cannot handle this.
Indeed, I can create the dataset until a certain size of m... | 2023-03-16T15:28:57Z | https://github.com/huggingface/datasets/issues/5632 | {
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https://api.github.com/repos/huggingface/datasets/issues/5631/comments | https://api.github.com/repos/huggingface/datasets/issues/5631/timeline | 2023-03-24T14:13:00Z | null | completed | I_kwDODunzps5glf7m | closed | [] | null | 5,631 | {
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"Hi!\r\n\r\nYou can also use names other than \"train\", \"validation\" and \"test\". As an example, check the [script](https://huggingface.co/datasets/mozilla-foundation/common_voice_11_0/blob/e095840f23f3dffc1056c078c2f9320dad9ca74d/common_voice_11_0.py#L139) of the Common Voice 11 dataset. "
] | https://api.github.com/repos/huggingface/datasets | NONE | ### Feature request
Hi,
I participated in multiple NLP tasks where there are more than just train, test, validation splits, there could be multiple validation sets or test sets. But it seems currently only those mentioned three splits supported. It would be nice to have the support for more splits on the hub. (curren... | 2023-03-24T14:13:00Z | https://github.com/huggingface/datasets/issues/5631 | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5630). All of your documentation changes will be reflected on that endpoint."
] | https://api.github.com/repos/huggingface/datasets | NONE | Closes #4864
Should fix errors thrown when attempting to load `json` dataset using `pathlib.Path` in `data_files` argument. | 2023-03-15T11:58:38Z | https://github.com/huggingface/datasets/pull/5630 | {
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"Hi! You seem to be using an outdated version of `datasets` that downloads the older script version. To avoid the error, you can either pass `revision=\"main\"` to `load_dataset` (this can fail if a script uses newer features of the lib) or update your installation with `pip install -U datasets` (better solution)."... | https://api.github.com/repos/huggingface/datasets | NONE | When I try to load this dataset, I receive the following error:
ConnectionError: Couldn't reach https://www.researchgate.net/profile/Pekka_Malo/publication/251231364_FinancialPhraseBank-v10/data/0c96051eee4fb1d56e000000/FinancialPhraseBank-v10.zip (error 403)
Has this been seen before? Thanks. The website loads ... | 2023-03-13T18:27:26Z | https://github.com/huggingface/datasets/issues/5629 | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | This PR proposes to add kwargs to index search methods.
This is particularly useful for setting the timeout of a query on elasticsearch.
A typical use case would be:
```python
dset.add_elasticsearch_index("filename", es_client=es_client)
scores, examples = dset.get_nearest_examples("filename", "my_name-train_2... | 2023-03-15T14:48:47Z | https://github.com/huggingface/datasets/pull/5628 | {
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https://api.github.com/repos/huggingface/datasets/issues/5627/comments | https://api.github.com/repos/huggingface/datasets/issues/5627/timeline | null | null | null | I_kwDODunzps5ghR2h | open | [] | null | 5,627 | {
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"The AutoTrain format is not supported right now. I think it would require a dedicated dataset builder",
"Okay, good to know. Thanks for the reply. For now I will just have to\nmanage the split manually before training, because I can’t find any way of\npulling out file indices or file names from the autogenerated... | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
DatasetGenerationError: An error occurred while generating the dataset -> ValueError: Couldn't cast ... because column names don't match
```
ValueError: Couldn't cast
_data_files: list<item: struct<filename: string>>
child 0, item: struct<filename: string>
child 0, filename: string
... | 2023-03-11T15:44:42Z | https://github.com/huggingface/datasets/issues/5627 | {
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https://api.github.com/repos/huggingface/datasets/issues/5626/comments | https://api.github.com/repos/huggingface/datasets/issues/5626/timeline | 2023-03-21T06:28:54Z | null | null | PR_kwDODunzps5LyBT4 | closed | [] | false | 5,626 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | MEMBER | Support streaming datasets with `numpy.load`.
See: https://huggingface.co/datasets/qgallouedec/gia_dataset/discussions/1 | 2023-03-21T06:36:05Z | https://github.com/huggingface/datasets/pull/5626 | {
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"You can use \"json\" instead. It doesn't work by extension names, but rather by dataset builder names, e.g. \"text\", \"imagefolder\", etc. I don't think the example in `transformers` is correct because of that",
"Yes, I understand the reasoning but this issue is to propose that the example in transformers (whil... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ### Feature request
`load_dataset` currently does not accept `jsonl` as type but only `json`.
### Motivation
I was working with one of the `run_translation` scripts and used my own datasets (`.jsonl`) as train_dataset. But the default code did not work because
```
FileNotFoundError: Couldn't find a dataset scri... | 2023-03-11T10:35:39Z | https://github.com/huggingface/datasets/issues/5625 | {
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https://api.github.com/repos/huggingface/datasets/issues/5624/comments | https://api.github.com/repos/huggingface/datasets/issues/5624/timeline | 2023-03-09T16:49:29Z | null | completed | I_kwDODunzps5gZ5GA | closed | [] | null | 5,624 | {
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"gists_url":... | glue datasets returning -1 for test split | https://api.github.com/repos/huggingface/datasets/issues/5624/events | null | https://api.github.com/repos/huggingface/datasets/issues/5624/labels{/name} | 2023-03-09T14:47:18Z | null | false | null | null | 1,617,400,192 | [] | https://api.github.com/repos/huggingface/datasets/issues/5624 | [
"Hi @lithafnium, thanks for reporting.\r\n\r\nPlease note that you can use the \"Community\" tab in the corresponding dataset page to start any discussion: https://huggingface.co/datasets/glue/discussions\r\n\r\nIndeed this issue was already raised there (https://huggingface.co/datasets/glue/discussions/5) and answ... | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
Downloading any dataset from GLUE has -1 as class labels for test split. Train and validation have regular 0/1 class labels. This is also present in the dataset card online.
### Steps to reproduce the bug
```
dataset = load_dataset("glue", "sst2")
for d in dataset:
# prints out -1
... | 2023-03-09T16:49:29Z | https://github.com/huggingface/datasets/issues/5624 | {
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https://api.github.com/repos/huggingface/datasets/issues/5623/comments | https://api.github.com/repos/huggingface/datasets/issues/5623/timeline | 2023-03-09T15:31:59Z | null | null | PR_kwDODunzps5Lpb4q | closed | [] | false | 5,623 | {
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"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | `set_access_token` is deprecated and will be removed in `huggingface_hub>=0.14`.
This PR removes it from the tests (it was not used in `datasets` source code itself). FYI, it was not needed since `set_access_token` was just setting git credentials and `datasets` doesn't seem to use git anywhere.
In the future, us... | 2023-03-09T15:39:00Z | https://github.com/huggingface/datasets/pull/5623 | {
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"IMO this template should stay generic.\r\n\r\nAlso, we now use [the card template](https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/templates/datasetcard_template.md) from `hugginface_hub` as the source of truth on the Hub (you now have the option to import it into the dataset card/READ... | https://api.github.com/repos/huggingface/datasets | NONE | null | 2023-03-11T05:07:38Z | https://github.com/huggingface/datasets/pull/5622 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Adding Oracle Cloud's fsspec implementation to the list of supported cloud storage providers. | 2023-03-11T00:57:18Z | https://github.com/huggingface/datasets/pull/5621 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==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 | MEMBER | Fix those for Pandas 2.0 (tested [here](https://github.com/huggingface/datasets/actions/runs/4346221280/jobs/7592010397) with pandas==2.0.0.rc0):
```python
=========================== short test summary info ============================
FAILED tests/test_arrow_dataset.py::BaseDatasetTest::test_to_parquet_in_memory... | 2023-03-08T14:01:27Z | https://github.com/huggingface/datasets/pull/5620 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==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 | MEMBER | close https://github.com/huggingface/datasets/issues/5618 | 2023-03-07T13:47:01Z | https://github.com/huggingface/datasets/pull/5619 | {
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See:
- #5614 | 2023-03-07T13:39:03Z | https://github.com/huggingface/datasets/issues/5618 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==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 | MEMBER | As a hotfix for our CI, temporarily pin `fsspec`:
Fix #5616.
Until root cause is fixed, see:
- #5614 | 2023-03-07T08:44:55Z | https://github.com/huggingface/datasets/pull/5617 | {
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```
FAILED tests/test_filesystem.py::test_compression_filesystems[Bz2FileSystem] - AssertionError: assert [{'created': ...: False, ...}] == ['file.txt']
At index 0 diff: {'name': 'file.txt', 'size': 70, 'type': 'file', 'created': 1678175677... | 2023-03-07T08:37:29Z | https://github.com/huggingface/datasets/issues/5616 | {
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"Hi! You can use `concatenate_datasets([ids1, ids2], axis=1)` to do this."
] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
`IterableDataset.add_column` occurs an exception when passing another `IterableDataset` as a parameter.
The method seems to accept only eager evaluated values.
https://github.com/huggingface/datasets/blob/35b789e8f6826b6b5a6b48fcc2416c890a1f326a/src/datasets/iterable_dataset.py#L1388-L1391
... | 2023-03-09T15:24:05Z | https://github.com/huggingface/datasets/issues/5615 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==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 | MEMBER | null | 2023-03-07T13:27:50Z | https://github.com/huggingface/datasets/pull/5614 | {
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https://api.github.com/repos/huggingface/datasets/issues/5613/comments | https://api.github.com/repos/huggingface/datasets/issues/5613/timeline | null | null | reopened | I_kwDODunzps5gE0SR | open | [] | null | 5,613 | {
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"Sorry, I just found https://github.com/apache/beam/issues/24458. It seems this issue is being worked on. ",
"Reopening, since I think the docs should inform the user of this problem. For example, [this page](https://huggingface.co/docs/datasets/installation) says \r\n> Datasets is tested on Python 3.7+.\r\n\r\nb... | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
Grabbing the latest version of `datasets` and `apache-beam` with `poetry` using Python 3.10 gives a crash at runtime. The crash is
```
File "/Users/adpauls/sc/git/DSI-transformers/data/NQ/create_NQ_train_vali.py", line 1, in <module>
import datasets
File "/Users/adpauls/Library/Caches/... | 2023-09-01T18:30:08Z | https://github.com/huggingface/datasets/issues/5613 | {
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https://api.github.com/repos/huggingface/datasets/issues/5612/comments | https://api.github.com/repos/huggingface/datasets/issues/5612/timeline | null | null | null | I_kwDODunzps5gCeou | open | [] | null | 5,612 | {
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"I'm attaching a minimal reproducible example:\r\n```python\r\nfrom datasets import load_dataset\r\nimport pyarrow as pa\r\nimport pyarrow.parquet as pq\r\n\r\ntable_with_map = pa.Table.from_pydict(\r\n {\"a\": [1, 2], \"b\": [[(\"a\", 2)], [(\"b\", 4)]]},\r\n schema=pa.schema({\"a\": pa.int32(), \"b\": pa.ma... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ### Describe the bug
When I try to load parquet files that were processed with Spark, I get the following issue:
`ValueError: Arrow type map<string, string ('warc_headers')> does not have a datasets dtype equivalent.`
Strangely, loading the dataset with `streaming=True` solves the issue.
### Steps to reproduce ... | 2023-11-26T21:43:20Z | https://github.com/huggingface/datasets/issues/5612 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"Hi, thanks for working on this! `Table.to_pylist` requires PyArrow 7.0+, and our minimal version requirement is 6.0, so we need to bump the version requirement to avoid CI failure. I'll do this in a separate PR.",
"<details>\n<summ... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | close https://github.com/huggingface/datasets/issues/5606
This PR is for adding the `Dataset.to_list` method.
Thank you in advance.
| 2023-03-27T13:34:19Z | https://github.com/huggingface/datasets/pull/5611 | {
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"Same problem, \r\ntransformers 4.28.1\r\ndatasets 2.12.0\r\n\r\nleak around 100Mb per 10 seconds when use dataloader_num_werker > 0 in training argumennts for transformer train, possile bug in transformers repo, but still not found solution :(\r\n",
"found an article described a problem, may be helpful for someb... | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
use datasets streaming mode in trainer ddp mode cause memory leak
### Steps to reproduce the bug
import os
import time
import datetime
import sys
import numpy as np
import random
import torch
from torch.utils.data import Dataset, DataLoader, random_split, RandomSampler, Sequenti... | 2024-03-07T01:11:32Z | https://github.com/huggingface/datasets/issues/5610 | {
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"Hi! We've recently made some improvements to `save_to_disk`/`list_to_disk` (100x faster in some scenarios), so it would help if you could install `datasets` directly from `main` (`pip install git+https://github.com/huggingface/datasets.git`) and re-run the \"benchmark\".",
"Great to hear! I'll give it a try when... | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
I have downloaded `openwebtext` (~12GB) and filtered out a small amount of junk (it's still huge). Now, I would like to use this filtered version for future work. It seems I have two choices:
1. Use `load_dataset` each time, relying on the cache mechanism, and re-run my filtering.
2. `save_to_di... | 2023-07-13T18:48:05Z | https://github.com/huggingface/datasets/issues/5609 | {
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"gists_url": "https://... | audiofolder only creates dataset of 13 rows (files) when the data folder it's reading from has 20,000 mp3 files. | https://api.github.com/repos/huggingface/datasets/issues/5608/events | null | https://api.github.com/repos/huggingface/datasets/issues/5608/labels{/name} | 2023-03-05T00:14:45Z | null | false | null | null | 1,609,996,563 | [] | https://api.github.com/repos/huggingface/datasets/issues/5608 | [
"Hi!\r\n\r\n> naming convention of mp3 files\r\n\r\nYes, this could be the problem. MP3 files should end with `.mp3`/`.MP3` to be recognized as audio files.\r\n\r\nIf the file names are not the culprit, can you paste the audio folder's directory structure to help us reproduce the error (e.g., by running the `tree ... | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
x = load_dataset("audiofolder", data_dir="x")
When running this, x is a dataset of 13 rows (files) when it should be 20,000 rows (files) as the data_dir "x" has 20,000 mp3 files. Does anyone know what could possibly cause this (naming convention of mp3 files, etc.)
### Steps to reproduce the b... | 2023-03-12T00:02:57Z | https://github.com/huggingface/datasets/issues/5608 | {
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"gist... | Fix outdated `verification_mode` values | https://api.github.com/repos/huggingface/datasets/issues/5607/events | null | https://api.github.com/repos/huggingface/datasets/issues/5607/labels{/name} | 2023-03-03T19:50:29Z | null | false | null | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ~I think it makes sense not to save `dataset_info.json` file to a dataset cache directory when loading dataset with `verification_mode="no_checks"` because otherwise when next time the dataset is loaded **without** `verification_mode="no_checks"`, it will be loaded successfully, despite some values in info might not co... | 2023-03-09T17:34:13Z | https://github.com/huggingface/datasets/pull/5607 | {
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"Hello, I have an interest in this issue.\r\nIs the `Dataset.to_dict` you are describing correct in the code here?\r\n\r\nhttps://github.com/huggingface/datasets/blob/35b789e8f6826b6b5a6b48fcc2416c890a1f326a/src/datasets/arrow_dataset.py#L4633-L4667",
"Yes, this is where `Dataset.to_dict` is defined.",
"#self-a... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Since there is `Dataset.from_list` in the API, we should also add `Dataset.to_list` to be consistent.
Regarding the implementation, we can re-use `Dataset.to_dict`'s code and replace the `to_pydict` calls with `to_pylist`. | 2023-03-27T13:26:40Z | https://github.com/huggingface/datasets/issues/5606 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"Are you sure it's safe to remove? https://github.com/huggingface/datasets/pull/3866",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benc... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | null | 2023-03-03T21:57:18Z | https://github.com/huggingface/datasets/pull/5605 | {
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"Hi! \r\n\r\n\r\nYou can specify `download_config=DownloadConfig(resume_download=True))` in `load_dataset` to resume the download when re-running the code after the timeout error:\r\n```python\r\nfrom datasets import load_dataset, DownloadConfig\r\ndataset = load_dataset('the_pile', split='train', cache_dir='F:\\da... | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
The downloads in the screenshot seem to be interrupted after some time and the last download throws a "Read timed out" error.
Here are the downloaded files:
![image](https://user-... | 2023-10-14T02:15:52Z | https://github.com/huggingface/datasets/issues/5604 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==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 | MEMBER | we only need them if there exists a `dataset_infos.json` | 2023-03-03T15:45:32Z | https://github.com/huggingface/datasets/pull/5603 | {
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"gists_u... | Return dict structure if columns are lists - to_tf_dataset | https://api.github.com/repos/huggingface/datasets/issues/5602/events | null | https://api.github.com/repos/huggingface/datasets/issues/5602/labels{/name} | 2023-03-02T15:51:12Z | null | false | null | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5602). All of your documentation changes will be reflected on that endpoint.",
"This is a great PR! Thinking about the UX though, maybe we could do it without the extra argument? Before this PR, the logic in `to_tf_dataset` was... | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | This PR introduces new logic to `to_tf_dataset` affecting the returned data structure, enabling a dictionary structure to be returned, even if only one feature column is selected.
If the passed in `columns` or `label_cols` to `to_tf_dataset` are a list, they are returned as a dictionary, respectively. If they are a... | 2023-04-12T15:54:53Z | https://github.com/huggingface/datasets/pull/5602 | {
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https://api.github.com/repos/huggingface/datasets/issues/5601/comments | https://api.github.com/repos/huggingface/datasets/issues/5601/timeline | 2023-03-14T16:55:34Z | null | completed | I_kwDODunzps5fxBUY | closed | [] | null | 5,601 | {
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"Hi! \r\n\r\nIt's better to report this kind of issue in the `huggingface_hub` repo, so if you still haven't resolved it, I suggest you open an issue there.",
"Yeah, I solved it. Problem was in osxkeychain. When I do `hugginface-cli login` it's add token with default account (username)`hg_user` but my repo cont... | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
Get `Authorization error` when try to push data into hugginface datasets hub.
### Steps to reproduce the bug
I did all steps in the [tutorial](https://huggingface.co/docs/datasets/share),
1. `huggingface-cli login` with WRITE token
2. `git lfs install`
3. `git clone https://huggingfa... | 2023-03-14T16:55:35Z | https://github.com/huggingface/datasets/issues/5601 | {
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https://api.github.com/repos/huggingface/datasets/issues/5600/comments | https://api.github.com/repos/huggingface/datasets/issues/5600/timeline | 2023-03-13T17:59:35Z | null | completed | I_kwDODunzps5fwoz8 | closed | [] | null | 5,600 | {
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"gist... | Dataloader getitem not working for DreamboothDatasets | https://api.github.com/repos/huggingface/datasets/issues/5600/events | null | https://api.github.com/repos/huggingface/datasets/issues/5600/labels{/name} | 2023-03-02T11:00:27Z | null | false | null | null | 1,606,585,596 | [] | https://api.github.com/repos/huggingface/datasets/issues/5600 | [
"Hi! \r\n\r\n> (see example of DreamboothDatasets)\r\n\r\n\r\nCould you please provide a link to it? If you are referring to the example in the `diffusers` repo, your issue is unrelated to `datasets` as that example uses `Dataset` from PyTorch to load data."
] | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
Dataloader getitem is not working as before (see example of [DreamboothDatasets](https://github.com/huggingface/peft/blob/main/examples/lora_dreambooth/train_dreambooth.py#L451C14-L529))
moving Datasets to 2.8.0 solved the issue.
### Steps to reproduce the bug
1- using DreamBoothDataset ... | 2023-03-13T17:59:35Z | https://github.com/huggingface/datasets/issues/5600 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==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 | MEMBER | As reported in https://github.com/vijaydwivedi75/lrgb/issues/10, `push_to_hub` fails if the remote repository already exists and has a README.md without `dataset_info` in the YAML tags
cc @clefourrier | 2023-03-02T13:47:13Z | https://github.com/huggingface/datasets/pull/5598 | {
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"We won't support in-place modifications since `datasets` is based on the Apache Arrow format which doesn't support in-place modifications.\r\n\r\nIn your case the old dataset is garbage collected pretty quickly so you won't have memory issues.\r\n\r\nNote that datasets loaded from disk (memory mapped) are not load... | https://api.github.com/repos/huggingface/datasets | NONE | ### Motivation
For the circumstance that I creat an empty `Dataset` and keep appending new rows into it, I found that it leads to creating a new dataset at each call. It looks quite memory-consuming. I just wonder if there is any more efficient way to do this.
```python
from datasets import Dataset
ds = Datas... | 2023-03-02T13:30:41Z | https://github.com/huggingface/datasets/issues/5597 | {
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https://api.github.com/repos/huggingface/datasets/issues/5596/comments | https://api.github.com/repos/huggingface/datasets/issues/5596/timeline | 2023-03-02T11:12:11Z | null | completed | I_kwDODunzps5fqSK5 | closed | [] | null | 5,596 | {
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"Apparently some JSON objects have a `\"labels\"` field. Since this field is not present in every object, you must specify all the fields types in the README.md\r\n\r\nEDIT: actually specifying the feature types doesn’t solve the issue, it raises an error because “labels” is missing in the data",
"We've updated t... | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
I'm trying to load this [dataset](https://huggingface.co/datasets/bigcode-data/the-stack-gh-issues) which consists of jsonl files and I get the following error:
```
casted_values = _c(array.values, feature[0])
File "/opt/conda/lib/python3.7/site-packages/datasets/table.py", line 1839, in wr... | 2023-12-05T03:22:00Z | https://github.com/huggingface/datasets/issues/5596 | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5595). All of your documentation changes will be reflected on that endpoint.",
"It looks like this issue hasn't been fixed yet, so let's wait a bit more.",
"@lazarust thanks for your work, but unfortunately we cannot merge it... | https://api.github.com/repos/huggingface/datasets | NONE | Closes #5477 | 2023-04-04T08:20:19Z | https://github.com/huggingface/datasets/pull/5595 | {
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https://api.github.com/repos/huggingface/datasets/issues/5594/comments | https://api.github.com/repos/huggingface/datasets/issues/5594/timeline | 2023-07-24T14:22:18Z | null | completed | I_kwDODunzps5fms7D | closed | [] | null | 5,594 | {
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... | Error while downloading the xtreme udpos dataset | https://api.github.com/repos/huggingface/datasets/issues/5594/events | null | https://api.github.com/repos/huggingface/datasets/issues/5594/labels{/name} | 2023-02-28T23:40:53Z | null | false | null | null | 1,603,980,995 | [] | https://api.github.com/repos/huggingface/datasets/issues/5594 | [
"Hi! I cannot reproduce this error on my machine.\r\n\r\nThe raised error could mean that one of the downloaded files is corrupted. To verify this is not the case, you can run `load_dataset` as follows:\r\n```python\r\ntrain_dataset = load_dataset('xtreme', 'udpos.English', split=\"train\", cache_dir=args.cache_dir... | https://api.github.com/repos/huggingface/datasets | NONE | ### Describe the bug
Hi,
I am facing an error while downloading the xtreme udpos dataset using load_dataset. I have datasets 2.10.1 installed
```Downloading and preparing dataset xtreme/udpos.Arabic to /compute/tir-1-18/skhanuja/multilingual_ft/cache/data/xtreme/udpos.Arabic/1.0.0/29f5d57a48779f37ccb75cb8708d1... | 2023-11-04T20:45:56Z | https://github.com/huggingface/datasets/issues/5594 | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==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 | MEMBER | Fixes #5581 to use the correct output for the `set_format` method. | 2023-02-28T19:26:33Z | https://github.com/huggingface/datasets/pull/5592 | {
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https://api.github.com/repos/huggingface/datasets/issues/5591/comments | https://api.github.com/repos/huggingface/datasets/issues/5591/timeline | 2023-02-28T18:09:15Z | null | null | PR_kwDODunzps5K9S79 | closed | [] | false | 5,591 | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5591). 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 | MEMBER | null | 2023-02-28T18:16:31Z | https://github.com/huggingface/datasets/pull/5591 | {
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https://api.github.com/repos/huggingface/datasets/issues/5590/comments | https://api.github.com/repos/huggingface/datasets/issues/5590/timeline | 2023-02-28T18:06:08Z | null | null | PR_kwDODunzps5K9N_H | closed | [] | false | 5,590 | {
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"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a... | https://api.github.com/repos/huggingface/datasets | MEMBER | null | 2023-02-28T18:16:27Z | https://github.com/huggingface/datasets/pull/5590 | {
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