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https://api.github.com/repos/huggingface/datasets/issues/6236 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6236/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6236/comments | https://api.github.com/repos/huggingface/datasets/issues/6236/events | https://github.com/huggingface/datasets/issues/6236 | 1,893,648,480 | I_kwDODunzps5w3shg | 6,236 | Support buffer shuffle for to_tf_dataset | {
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"cc @Rocketknight1 ",
"Hey! You can implement this yourself, just:\r\n\r\n1) Create the dataset with `to_tf_dataset()` with `shuffle=False`\r\n2) Add an `unbatch()` at the end (or use batch_size=1)\r\n3) Add a `shuffle()` to the resulting dataset with your desired buffer size\r\n4) Add a `batch()` at the end agai... | 2023-09-13T03:19:44Z | 2023-09-18T01:11:21Z | null | NONE | null | null | null | ### Feature request
I'm using to_tf_dataset to convert a large dataset to tf.data.Dataset and use Keras fit to train model.
Currently, to_tf_dataset only supports full size shuffle, which can be very slow on large dataset.
tf.data.Dataset support buffer shuffle by default.
shuffle(
buffer_size, seed=None, r... | {
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https://api.github.com/repos/huggingface/datasets/issues/6275 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6275/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6275/comments | https://api.github.com/repos/huggingface/datasets/issues/6275/events | https://github.com/huggingface/datasets/issues/6275 | 1,921,354,680 | I_kwDODunzps5yhYu4 | 6,275 | Would like to Contribute a dataset | {
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"Hi! The process of contributing a dataset is explained here: https://huggingface.co/docs/datasets/upload_dataset. Also, check https://huggingface.co/docs/datasets/image_dataset for a more detailed explanation of how to share an image dataset."
] | 2023-10-02T07:00:21Z | 2023-10-10T16:27:54Z | 2023-10-10T16:27:54Z | NONE | null | null | null | I have a dataset of 2500 images that can be used for color-blind machine-learning algorithms. Since , there was no dataset available online , I made this dataset myself and would like to contribute this now to community | {
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https://api.github.com/repos/huggingface/datasets/issues/6251 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6251/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6251/comments | https://api.github.com/repos/huggingface/datasets/issues/6251/events | https://github.com/huggingface/datasets/pull/6251 | 1,904,418,426 | PR_kwDODunzps5awQsy | 6,251 | Support streaming datasets with pyarrow.parquet.read_table | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"This function reads an entire Arrow table in one go, which is not ideal memory-wise, so I don't think we should encourage using this function, considering we want to keep RAM usage as low as possible in the streaming mode. \r\n\r\n(N... | 2023-09-20T08:07:02Z | 2023-09-27T06:37:03Z | 2023-09-27T06:26:24Z | MEMBER | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Support streaming datasets with `pyarrow.parquet.read_table`.
See: https://huggingface.co/datasets/uonlp/CulturaX/discussions/2
CC: @AndreaFrancis | {
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https://api.github.com/repos/huggingface/datasets/issues/2983 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2983/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2983/comments | https://api.github.com/repos/huggingface/datasets/issues/2983/events | https://github.com/huggingface/datasets/pull/2983 | 1,010,263,058 | PR_kwDODunzps4saw_v | 2,983 | added SwissJudgmentPrediction dataset | {
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https://api.github.com/repos/huggingface/datasets/issues/3625 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3625/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3625/comments | https://api.github.com/repos/huggingface/datasets/issues/3625/events | https://github.com/huggingface/datasets/issues/3625 | 1,113,017,522 | I_kwDODunzps5CV0yy | 3,625 | Add a metadata field for when source data was produced | {
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"A question to the datasets maintainers: is there a policy about how the set of allowed metadata fields is maintained and expanded?\r\n\r\nMetadata are very important, but defining the standard is always a struggle between allowing exhaustivity without being too complex. Archivists have Dublin Core, open data has h... | 2022-01-24T18:52:39Z | 2022-06-28T13:54:49Z | null | MEMBER | null | null | null | **Is your feature request related to a problem? Please describe.**
The current problem is that information about when source data was produced is not easily visible. Though there are a variety of metadata fields available in the dataset viewer, time period information is not included. This feature request suggests mak... | {
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https://api.github.com/repos/huggingface/datasets/issues/4741 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4741/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4741/comments | https://api.github.com/repos/huggingface/datasets/issues/4741/events | https://github.com/huggingface/datasets/pull/4741 | 1,316,621,272 | PR_kwDODunzps48B2fl | 4,741 | Fix to dict conversion of `DatasetInfo`/`Features` | {
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] | 2022-07-25T10:41:27Z | 2022-07-25T12:50:36Z | 2022-07-25T12:37:53Z | CONTRIBUTOR | null | 0 | {
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https://api.github.com/repos/huggingface/datasets/issues/5313 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5313/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5313/comments | https://api.github.com/repos/huggingface/datasets/issues/5313/events | https://github.com/huggingface/datasets/pull/5313 | 1,468,484,136 | PR_kwDODunzps5D6Qfb | 5,313 | Fix description of streaming in the docs | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | We say that "the data is being downloaded progressively" which is not true, it's just streamed, so I fixed it. Probably I missed some other places where it is written?
Also changed docstrings for `StreamingDownloadManager`'s `download` and `extract` to reflect the same, as these docstrings are displayed in the docu... | {
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https://api.github.com/repos/huggingface/datasets/issues/4047 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4047/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4047/comments | https://api.github.com/repos/huggingface/datasets/issues/4047/events | https://github.com/huggingface/datasets/issues/4047 | 1,183,789,237 | I_kwDODunzps5GjzC1 | 4,047 | Dataset.unique(column: str) -> ArrowNotImplementedError | {
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"Hi @orkenstein, thanks for reporting.\r\n\r\nPlease note that for this case, our `datasets` library uses under the hood the Apache Arrow `unique` function: https://arrow.apache.org/docs/python/generated/pyarrow.compute.unique.html#pyarrow.compute.unique\r\n\r\nAnd currently the Apache Arrow `unique` function is on... | 2022-03-28T17:59:32Z | 2022-04-01T18:24:57Z | 2022-04-01T18:24:57Z | NONE | null | null | null | ## Describe the bug
I'm trying to use `unique()` function, but it fails
## Steps to reproduce the bug
1. Get dataset
2. Call `unique`
3. Error
# Sample code to reproduce the bug
```python
!pip show datasets
from datasets import load_dataset
dataset = load_dataset('wikiann', 'en')
dataset['train'].col... | {
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https://api.github.com/repos/huggingface/datasets/issues/5289 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5289/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5289/comments | https://api.github.com/repos/huggingface/datasets/issues/5289/events | https://github.com/huggingface/datasets/pull/5289 | 1,462,543,139 | PR_kwDODunzps5Dmrk9 | 5,289 | Added support for JXL images. | {
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"I'm fine with the addition of jxl in the list of known image extensions, this way users that have the plugin can work with their JXL datasets. WDYT @mariosasko ?",
"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5289). All of your documentation changes will be reflected on ... | 2022-11-23T23:16:33Z | 2022-11-29T18:49:46Z | null | NONE | null | 0 | {
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} | JPEG-XL is the most advanced of the next-generation of image codecs, supporting both lossless and lossy files — with better compression and quality than PNG and JPG respectively. It has reduced the disk sizes and bandwidth required for many of the datasets I use.
Pillow does not yet support JXL, but there's a plugi... | {
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https://api.github.com/repos/huggingface/datasets/issues/5154 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5154/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5154/comments | https://api.github.com/repos/huggingface/datasets/issues/5154/events | https://github.com/huggingface/datasets/pull/5154 | 1,421,161,992 | PR_kwDODunzps5BbpQZ | 5,154 | Test latest fsspec in CI | {
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"actually the latest fsspec is already installed "
] | 2022-10-24T17:18:13Z | 2023-09-24T10:06:06Z | 2022-10-25T09:30:45Z | MEMBER | null | 1 | {
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} | Following the discussion in https://discuss.huggingface.co/t/attributeerror-module-fsspec-has-no-attribute-asyn/19255 I think we need to test the latest fsspec in the CI | {
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https://api.github.com/repos/huggingface/datasets/issues/3614 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3614/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3614/comments | https://api.github.com/repos/huggingface/datasets/issues/3614/events | https://github.com/huggingface/datasets/pull/3614 | 1,110,736,657 | PR_kwDODunzps4xZdCe | 3,614 | Minor fixes | {
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* adds "desc" to the `ignore_kwargs` list in `Dataset.filter`
* fixes the default value of `id` in `DatasetDict.prepare_for_task` | {
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https://api.github.com/repos/huggingface/datasets/issues/5127 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5127/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5127/comments | https://api.github.com/repos/huggingface/datasets/issues/5127/events | https://github.com/huggingface/datasets/pull/5127 | 1,411,897,544 | PR_kwDODunzps5A8m-Q | 5,127 | [WIP] WebDataset export | {
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"The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5127). All of your documentation changes will be reflected on that endpoint.",
"Should we close this PR?"
] | 2022-10-17T16:50:22Z | 2023-09-24T10:11:36Z | null | MEMBER | null | 1 | {
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} | I added a first draft of the `IterableDataset.to_wds` method.
You can use it to savea dataset loaded in streamign mode as a webdataset locally.
The API can be further improved to allow to export to a cloud storage like the HF Hub.
I also included sharding with a default max shard size of 500MB (uncompressed), an... | {
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https://api.github.com/repos/huggingface/datasets/issues/1565 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1565/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1565/comments | https://api.github.com/repos/huggingface/datasets/issues/1565/events | https://github.com/huggingface/datasets/pull/1565 | 766,333,940 | MDExOlB1bGxSZXF1ZXN0NTM5Mzg2MzEx | 1,565 | Create README.md | {
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"@ManuelFay thanks you so much for adding a dataset card, this is such a cool contribution!\r\n\r\nThis looks like it uses an old template for the card we've moved things around a bit and we have an app you should be using to get the tags and the structure of the Data Fields paragraph :) Would you mind moving your ... | 2020-12-14T11:40:23Z | 2021-03-25T14:01:49Z | 2021-03-25T14:01:49Z | CONTRIBUTOR | null | 0 | {
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https://api.github.com/repos/huggingface/datasets/issues/5810 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5810/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5810/comments | https://api.github.com/repos/huggingface/datasets/issues/5810/events | https://github.com/huggingface/datasets/pull/5810 | 1,689,917,822 | PR_kwDODunzps5PdJHI | 5,810 | Add `fn_kwargs` to `map` and `filter` of `IterableDataset` and `IterableDatasetDict` | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"Sorry, the local test passed because it was inadvertently testing the main branch. I am currently fixing where the test failed.",
"- I have fixed the bug and addressed the above two points.\r\n- I have tested locally and confirmed ... | 2023-04-30T13:23:01Z | 2023-05-22T08:12:39Z | 2023-05-22T08:05:31Z | CONTRIBUTOR | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | # Overview
I've added an argument`fn_kwargs` for map and filter methods of `IterableDataset` and `IterableDatasetDict` classes.
# Details
Currently, the map and filter methods of some classes related to `IterableDataset` do not allow specifing the arguments passed to the function. This pull request adds `fn_kwargs... | {
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https://api.github.com/repos/huggingface/datasets/issues/1716 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1716/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1716/comments | https://api.github.com/repos/huggingface/datasets/issues/1716/events | https://github.com/huggingface/datasets/pull/1716 | 782,819,006 | MDExOlB1bGxSZXF1ZXN0NTUyMjgzNzE5 | 1,716 | Add Hatexplain Dataset | {
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https://api.github.com/repos/huggingface/datasets/issues/1541 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1541/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1541/comments | https://api.github.com/repos/huggingface/datasets/issues/1541/events | https://github.com/huggingface/datasets/issues/1541 | 765,430,586 | MDU6SXNzdWU3NjU0MzA1ODY= | 1,541 | connection issue while downloading data | {
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"could you tell me how I can avoid download, by pre-downloading the data first, put them in a folder so the code does not try to redownload? could you tell me the path to put the downloaded data, and how to do it? thanks\r\n@lhoestq ",
"Does your instance have an internet connection ?\r\n\r\nIf you don't have an ... | 2020-12-13T14:27:00Z | 2022-10-05T12:33:29Z | 2022-10-05T12:33:29Z | NONE | null | null | null | Hi
I am running my codes on google cloud, and I am getting this error resulting in the failure of the codes when trying to download the data, could you assist me to solve this? also as a temporary solution, could you tell me how I can increase the number of retries and timeout to at least let the models run for now. t... | {
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https://api.github.com/repos/huggingface/datasets/issues/4897 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4897/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4897/comments | https://api.github.com/repos/huggingface/datasets/issues/4897/events | https://github.com/huggingface/datasets/issues/4897 | 1,351,784,727 | I_kwDODunzps5QkpkX | 4,897 | datasets generate large arrow file | {
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"Hi ! The cache files are the results of all the transforms you applied to the dataset using `map` for example.\r\nDid you run a transform that could potentially blow up the size of the dataset ?",
"@lhoestq,\r\nI don't remember, but I can't imagine what kind of transform may generate data that grow over 200 time... | 2022-08-26T05:51:16Z | 2022-09-18T05:07:52Z | 2022-09-18T05:07:52Z | NONE | null | null | null | Checking the large file in disk, and found the large cache file in the cifar10 data directory:
As we know, the size of cifar10 dataset is ~130MB, but the cache file has almost 30GB size, there may be so... | {
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https://api.github.com/repos/huggingface/datasets/issues/4308 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4308/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4308/comments | https://api.github.com/repos/huggingface/datasets/issues/4308/events | https://github.com/huggingface/datasets/pull/4308 | 1,231,217,783 | PR_kwDODunzps43lHdP | 4,308 | Remove unused multiprocessing args from test CLI | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | 2022-05-10T14:02:15Z | 2022-05-11T12:58:25Z | 2022-05-11T12:50:43Z | MEMBER | null | 0 | {
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https://api.github.com/repos/huggingface/datasets/issues/2526 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2526/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2526/comments | https://api.github.com/repos/huggingface/datasets/issues/2526/events | https://github.com/huggingface/datasets/issues/2526 | 925,929,228 | MDU6SXNzdWU5MjU5MjkyMjg= | 2,526 | Add COCO datasets | {
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"I'm currently adding it, the entire dataset is quite big around 30 GB so I add splits separately. You can take a look here https://huggingface.co/datasets/merve/coco",
"I talked to @lhoestq and it's best if I download this dataset through TensorFlow datasets instead, so I'll be implementing that one really soon.... | 2021-06-21T07:48:32Z | 2023-06-22T14:12:18Z | null | CONTRIBUTOR | null | null | null | ## Adding a Dataset
- **Name:** COCO
- **Description:** COCO is a large-scale object detection, segmentation, and captioning dataset.
- **Paper + website:** https://cocodataset.org/#home
- **Data:** https://cocodataset.org/#download
- **Motivation:** It would be great to have COCO available in HuggingFace datasets... | {
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https://api.github.com/repos/huggingface/datasets/issues/3920 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3920/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3920/comments | https://api.github.com/repos/huggingface/datasets/issues/3920/events | https://github.com/huggingface/datasets/issues/3920 | 1,169,532,807 | I_kwDODunzps5FtaeH | 3,920 | 'datasets.features' is not a package | {
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"Hi @Arij-Aladel,\r\n\r\nYou are using a very old version of our library `datasets`: 1.8.0\r\nCurrent version is 2.0.0 (and the previous one was 1.18.4)\r\n\r\nPlease, try to update `datasets` library and check if the problem persists:\r\n```shell\r\n/env/bin/pip install -U datasets",
"The problem I can no I have... | 2022-03-15T11:14:23Z | 2022-03-16T09:17:12Z | 2022-03-16T09:17:12Z | NONE | null | null | null | @albertvillanova
python 3.9
os: ubuntu 20.04
In conda environment
torch installed by
```/env/bin/pip install torch==1.9.0+cu111 torchvision==0.10.0+cu111 torchaudio==0.9.0 -f https://download.pytorch.org/whl/torch_stable.html```
datasets package is installed by
```
/env/bin/pip install datasets==1.8.... | {
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https://api.github.com/repos/huggingface/datasets/issues/2276 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2276/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2276/comments | https://api.github.com/repos/huggingface/datasets/issues/2276/events | https://github.com/huggingface/datasets/issues/2276 | 870,010,511 | MDU6SXNzdWU4NzAwMTA1MTE= | 2,276 | concatenate_datasets loads all the data into memory | {
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"Therefore, when I try to concatenate larger datasets (5x 35GB data sets) I also get an out of memory error, since over 90GB of swap space was used at the time of the crash:\r\n\r\n```\r\n---------------------------------------------------------------------------\r\nMemoryError Traceba... | 2021-04-28T14:27:21Z | 2021-05-03T08:41:55Z | 2021-05-03T08:41:55Z | NONE | null | null | null | ## Describe the bug
When I try to concatenate 2 datasets (10GB each) , the entire data is loaded into memory instead of being written directly to disk.
Interestingly, this happens when trying to save the new dataset to disk or concatenating it again.
![image](https://user-images.githubusercontent.com/7063207/116... | {
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https://api.github.com/repos/huggingface/datasets/issues/4369 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4369/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4369/comments | https://api.github.com/repos/huggingface/datasets/issues/4369/events | https://github.com/huggingface/datasets/pull/4369 | 1,240,245,642 | PR_kwDODunzps44CpCe | 4,369 | Add redirect to dataset script in the repo structure page | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | 2022-05-18T17:05:33Z | 2022-05-19T08:19:01Z | 2022-05-19T08:10:51Z | MEMBER | null | 0 | {
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https://api.github.com/repos/huggingface/datasets/issues/3881 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3881/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3881/comments | https://api.github.com/repos/huggingface/datasets/issues/3881/events | https://github.com/huggingface/datasets/issues/3881 | 1,164,452,005 | I_kwDODunzps5FaCCl | 3,881 | How to use Image folder | {
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"Even this from docs throw same error\r\n```\r\ndataset = load_dataset(\"imagefolder\", data_files=\"https://download.microsoft.com/download/3/E/1/3E1C3F21-ECDB-4869-8368-6DEBA77B919F/kagglecatsanddogs_3367a.zip\", split=\"train\")\r\n\r\n```",
"Hi @INF800,\r\n\r\nPlease note that the `imagefolder` feature enhanc... | 2022-03-09T21:18:52Z | 2022-03-11T08:45:52Z | 2022-03-11T08:45:52Z | NONE | null | null | null | Ran this code
```
load_dataset("imagefolder", data_dir="./my-dataset")
```
`https://raw.githubusercontent.com/huggingface/datasets/master/datasets/imagefolder/imagefolder.py` missing
```
---------------------------------------------------------------------------
FileNotFoundError Trace... | {
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https://api.github.com/repos/huggingface/datasets/issues/2078 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2078/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2078/comments | https://api.github.com/repos/huggingface/datasets/issues/2078/events | https://github.com/huggingface/datasets/issues/2078 | 834,694,819 | MDU6SXNzdWU4MzQ2OTQ4MTk= | 2,078 | MemoryError when computing WER metric | {
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"Hi ! Thanks for reporting.\r\nWe're indeed using `jiwer` to compute the WER.\r\n\r\nMaybe instead of calling `jiwer.wer` once for all the preditions/references we can compute the WER iteratively to avoid memory issues ? I'm not too familial with `jiwer` but this must be possible.\r\n\r\nCurrently the code to compu... | 2021-03-18T11:30:05Z | 2021-05-01T08:31:49Z | 2021-04-06T07:20:43Z | NONE | null | null | null | Hi, I'm trying to follow the ASR example to try Wav2Vec. This is the code that I use for WER calculation:
```
wer = load_metric("wer")
print(wer.compute(predictions=result["predicted"], references=result["target"]))
```
However, I receive the following exception:
`Traceback (most recent call last):
File ... | {
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https://api.github.com/repos/huggingface/datasets/issues/6088 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6088/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6088/comments | https://api.github.com/repos/huggingface/datasets/issues/6088/events | https://github.com/huggingface/datasets/issues/6088 | 1,825,665,235 | I_kwDODunzps5s0XDT | 6,088 | Loading local data files initiates web requests | {
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```python
# Load a JSON file
from datasets import load_dataset
ds = load_dataset('json', data_files='path/to/local/my_... | {
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https://api.github.com/repos/huggingface/datasets/issues/6164 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6164/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6164/comments | https://api.github.com/repos/huggingface/datasets/issues/6164/events | https://github.com/huggingface/datasets/pull/6164 | 1,859,560,007 | PR_kwDODunzps5YZZAJ | 6,164 | Fix: Missing a MetadataConfigs init when the repo has a `datasets_info.json` but no README | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | 2023-08-21T14:57:54Z | 2023-08-21T16:27:05Z | 2023-08-21T16:18:26Z | CONTRIBUTOR | null | 0 | {
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"patch_url": "https://github.com/huggingface/datasets/pull/6164.patch",
"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | When I try to push to an arrow repo (can provide the link on Slack), it uploads the files but fails to update the metadata, with
```
File "app.py", line 123, in add_new_eval
eval_results[level].push_to_hub(my_repo, token=TOKEN, split=SPLIT)
File "blabla_my_env_path/lib/python3.10/site-packages/datasets/arro... | {
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https://api.github.com/repos/huggingface/datasets/issues/4819 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4819/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4819/comments | https://api.github.com/repos/huggingface/datasets/issues/4819/events | https://github.com/huggingface/datasets/pull/4819 | 1,335,064,449 | PR_kwDODunzps48-xc6 | 4,819 | Add missing language tags to resources | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | 2022-08-10T19:06:42Z | 2022-08-10T19:45:49Z | 2022-08-10T19:32:15Z | MEMBER | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Add missing language tags to resources, required by existing datasets on GitHub. | {
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https://api.github.com/repos/huggingface/datasets/issues/5220 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5220/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5220/comments | https://api.github.com/repos/huggingface/datasets/issues/5220/events | https://github.com/huggingface/datasets/issues/5220 | 1,441,664,377 | I_kwDODunzps5V7g15 | 5,220 | Implicit type conversion of lists in to_pandas | {
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"I think this behavior comes from PyArrow:\r\n```python\r\nimport pyarrow as pa\r\nt = pa.table({\"a\": [[0]]})\r\nt.to_pandas().a.values[0]\r\n# array([0])\r\n```\r\n\r\nI believe this has to do with zero-copy: you can get a pandas DataFrame without copying the buffers from arrow, and therefore end up with numpy a... | 2022-11-09T08:40:18Z | 2022-11-10T16:12:26Z | 2022-11-10T16:12:26Z | CONTRIBUTOR | null | null | null | ### Describe the bug
```
ds = Dataset.from_list([{'a':[1,2,3]}])
ds.to_pandas().a.values[0]
```
Results in `array([1, 2, 3])` -- a rather unexpected conversion of types which made downstream tools expecting lists not happy.
### Steps to reproduce the bug
See snippet
### Expected behavior
Keep the original typ... | {
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https://api.github.com/repos/huggingface/datasets/issues/2429 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2429/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2429/comments | https://api.github.com/repos/huggingface/datasets/issues/2429/events | https://github.com/huggingface/datasets/pull/2429 | 907,321,665 | MDExOlB1bGxSZXF1ZXN0NjU4MTg2ODc0 | 2,429 | Rename QuestionAnswering template to QuestionAnsweringExtractive | {
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"> I like having \"extractive\" in the name to make things explicit. However this creates an inconsistency with transformers.\r\n> \r\n> See\r\n> https://huggingface.co/transformers/task_summary.html#extractive-question-answering\r\n> \r\n> But this is minor IMO and I'm ok with this renaming\r\n\r\nyes i chose this... | 2021-05-31T10:04:42Z | 2021-05-31T15:57:26Z | 2021-05-31T15:57:24Z | MEMBER | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Following the discussion with @thomwolf in #2255, this PR renames the QA template to distinguish extractive vs abstractive QA. The abstractive template will be added in a future PR. | {
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https://api.github.com/repos/huggingface/datasets/issues/6221 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6221/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6221/comments | https://api.github.com/repos/huggingface/datasets/issues/6221/events | https://github.com/huggingface/datasets/issues/6221 | 1,884,324,631 | I_kwDODunzps5wUIMX | 6,221 | Support saving datasets with custom formatting | {
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"Not a fan of pickling this sort of stuff either.\r\nNote that users can also share the code in their dataset documentation."
] | 2023-09-06T16:03:32Z | 2023-09-06T18:32:07Z | null | CONTRIBUTOR | null | null | null | Requested in https://discuss.huggingface.co/t/using-set-transform-on-a-dataset-leads-to-an-exception/53036.
I am not sure if supporting this is the best idea for the following reasons:
>For this to work, we would have to pickle a custom transform, which means the transform and the objects it references need to be... | {
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https://api.github.com/repos/huggingface/datasets/issues/4999 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4999/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4999/comments | https://api.github.com/repos/huggingface/datasets/issues/4999/events | https://github.com/huggingface/datasets/pull/4999 | 1,379,610,030 | PR_kwDODunzps4_SQxL | 4,999 | Add EmptyDatasetError | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | 2022-09-20T15:28:05Z | 2022-09-21T12:23:43Z | 2022-09-21T12:21:24Z | MEMBER | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | examples:
from the hub:
```python
Traceback (most recent call last):
File "playground/ttest.py", line 3, in <module>
print(load_dataset("lhoestq/empty"))
File "/Users/quentinlhoest/Desktop/hf/nlp/src/datasets/load.py", line 1686, in load_dataset
**config_kwargs,
File "/Users/quentinlhoest/Deskto... | {
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https://api.github.com/repos/huggingface/datasets/issues/4753 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4753/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4753/comments | https://api.github.com/repos/huggingface/datasets/issues/4753/events | https://github.com/huggingface/datasets/pull/4753 | 1,319,571,745 | PR_kwDODunzps48Ll8G | 4,753 | Add `language_bcp47` tag | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | 2022-07-27T13:31:16Z | 2022-07-27T14:50:03Z | 2022-07-27T14:37:56Z | MEMBER | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Following (internal) https://github.com/huggingface/moon-landing/pull/3509, we need to move the bcp47 tags to `language_bcp47` and keep the `language` tag for iso 639 1-2-3 codes. In particular I made sure that all the tags in `languages` are not longer than 3 characters. I moved the rest to `language_bcp47` and fixed ... | {
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https://api.github.com/repos/huggingface/datasets/issues/3567 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3567/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3567/comments | https://api.github.com/repos/huggingface/datasets/issues/3567/events | https://github.com/huggingface/datasets/pull/3567 | 1,100,296,696 | PR_kwDODunzps4w2xDl | 3,567 | Fix push to hub to allow individual split push | {
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"This has been addressed in https://github.com/huggingface/datasets/pull/4415. Closing."
] | 2022-01-12T12:42:58Z | 2023-09-24T09:54:19Z | 2022-07-27T12:11:11Z | CONTRIBUTOR | null | 0 | {
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} | # Description of the issue
If one decides to push a split on a datasets repo, he uploads the dataset and overrides the config. However previous config splits end up being lost despite still having the dataset necessary.
The new flow is the following:
- query the old config from the repo
- update into a new co... | {
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https://api.github.com/repos/huggingface/datasets/issues/4380 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4380/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4380/comments | https://api.github.com/repos/huggingface/datasets/issues/4380/events | https://github.com/huggingface/datasets/pull/4380 | 1,243,183,054 | PR_kwDODunzps44MUz0 | 4,380 | Pin dill | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | 2022-05-20T13:54:19Z | 2022-06-13T10:03:52Z | 2022-05-20T16:33:04Z | MEMBER | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Hotfix #4379.
CC: @sgugger | {
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https://api.github.com/repos/huggingface/datasets/issues/5379 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5379/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5379/comments | https://api.github.com/repos/huggingface/datasets/issues/5379/events | https://github.com/huggingface/datasets/pull/5379 | 1,504,010,639 | PR_kwDODunzps5F1r2k | 5,379 | feat: depth estimation dataset guide. | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"Thanks for the changes, looks good to me!",
"@stevhliu I have pushed some quality improvements both in terms of code and content. Would you be able to re-review? ",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0... | 2022-12-20T05:32:11Z | 2023-01-13T12:30:31Z | 2023-01-13T12:23:34Z | MEMBER | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | This PR adds a guide for prepping datasets for depth estimation.
PR to add documentation images is up here: https://huggingface.co/datasets/huggingface/documentation-images/discussions/22 | {
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https://api.github.com/repos/huggingface/datasets/issues/4886 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4886/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4886/comments | https://api.github.com/repos/huggingface/datasets/issues/4886/events | https://github.com/huggingface/datasets/issues/4886 | 1,349,285,569 | I_kwDODunzps5QbHbB | 4,886 | Loading huggan/CelebA-HQ throws pyarrow.lib.ArrowInvalid | {
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"Hi! IIRC one of the files in this dataset is corrupted due to https://github.com/huggingface/datasets/pull/4081 (fixed now).\r\n\r\n@NielsRogge Could you please re-generate and re-push this dataset (or I can do it if you share the generation script)?",
"Could you put something in place to catch these problems? ... | 2022-08-24T11:24:21Z | 2023-02-02T02:40:53Z | null | NONE | null | null | null | ## Describe the bug
Loading huggan/CelebA-HQ throws pyarrow.lib.ArrowInvalid
## Steps to reproduce the bug
```python
from datasets import load_dataset
dataset = load_dataset('huggan/CelebA-HQ')
```
## Expected results
See https://colab.research.google.com/drive/141LJCcM2XyqprPY83nIQ-Zk3BbxWeahq?usp=sharing#... | {
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https://api.github.com/repos/huggingface/datasets/issues/2932 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2932/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2932/comments | https://api.github.com/repos/huggingface/datasets/issues/2932/events | https://github.com/huggingface/datasets/issues/2932 | 999,317,750 | I_kwDODunzps47kGD2 | 2,932 | Conda build fails | {
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"Why 1.9 ?\r\n\r\nhttps://anaconda.org/HuggingFace/datasets currently says 1.11",
"Alright I added 1.12.0 and 1.12.1 and fixed the conda build #2952 "
] | 2021-09-17T12:49:22Z | 2021-09-21T15:31:10Z | 2021-09-21T15:31:10Z | MEMBER | null | null | null | ## Describe the bug
Current `datasets` version in conda is 1.9 instead of 1.12.
The build of the conda package fails.
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https://api.github.com/repos/huggingface/datasets/issues/4424 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4424/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4424/comments | https://api.github.com/repos/huggingface/datasets/issues/4424/events | https://github.com/huggingface/datasets/pull/4424 | 1,253,542,488 | PR_kwDODunzps44uZBD | 4,424 | Fix DuplicatedKeysError in timit_asr dataset | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | 2022-05-31T08:47:45Z | 2022-05-31T13:50:50Z | 2022-05-31T13:42:31Z | MEMBER | null | 0 | {
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https://api.github.com/repos/huggingface/datasets/issues/4236 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4236/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4236/comments | https://api.github.com/repos/huggingface/datasets/issues/4236/events | https://github.com/huggingface/datasets/pull/4236 | 1,217,115,691 | PR_kwDODunzps423MOc | 4,236 | Replace data URL in big_patent dataset and support streaming | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"I first uploaded the data files to the Hub: I think it is a good option because we have git lfs to track versions and changes. Moreover people will be able to make PRs to propose updates on the data files.\r\n- I would have preferred... | 2022-04-27T10:01:13Z | 2022-06-10T08:10:55Z | 2022-05-02T18:21:15Z | MEMBER | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | This PR replaces the Google Drive URL with our Hub one, once the data owners have approved to host their data on the Hub.
Moreover, this PR makes the dataset streamable.
Fix #4217. | {
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https://api.github.com/repos/huggingface/datasets/issues/3379 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3379/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3379/comments | https://api.github.com/repos/huggingface/datasets/issues/3379/events | https://github.com/huggingface/datasets/pull/3379 | 1,071,079,146 | PR_kwDODunzps4vYr7K | 3,379 | iter_archive on zipfiles with better compression type check | {
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"Hello @lhoestq, thank you for your answer.\r\n\r\nI don't use pytest a lot so I think I might need some help on it :) but I tried some tests for `streaming_download_manager.py` only. I don't know how to test `download_manager.py` since we need to use local files.\r\n\r\n# Comments : \r\n* In **download_manager.py*... | 2021-12-04T01:04:48Z | 2023-01-24T13:00:19Z | 2023-01-24T12:53:08Z | CONTRIBUTOR | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Hello @lhoestq , thank you for your detailed answer on previous PR !
I made this new PR because I misused git on the previous one #3347.
Related issue #3272.
# Comments :
* For extension check I used the `_get_extraction_protocol` function in **download_manager.py** with a slight change and called it `_get_e... | {
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https://api.github.com/repos/huggingface/datasets/issues/2497 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2497/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2497/comments | https://api.github.com/repos/huggingface/datasets/issues/2497/events | https://github.com/huggingface/datasets/pull/2497 | 920,250,382 | MDExOlB1bGxSZXF1ZXN0NjY5NDI3OTU3 | 2,497 | Use default cast for sliced list arrays if pyarrow >= 4 | {
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"I believe we don't use PyArrow >= 4.0.0 because of some segfault issues:\r\nhttps://github.com/huggingface/datasets/blob/1206ffbcd42dda415f6bfb3d5040708f50413c93/setup.py#L78\r\nCan you confirm @lhoestq ?",
"@SBrandeis pyarrow version 4.0.1 has fixed that issue: #2489 😉 "
] | 2021-06-14T10:02:47Z | 2021-06-15T18:06:18Z | 2021-06-14T14:24:37Z | MEMBER | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | From pyarrow version 4, it is supported to cast sliced lists.
This PR uses default pyarrow cast in Datasets to cast sliced list arrays if pyarrow version is >= 4.
In relation with PR #2461 and #2490.
cc: @lhoestq, @abhi1thakur, @SBrandeis | {
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"\r\n> Also, maybe calling the dataset as \"bnl_historical_newspapers\" and setting \"processed\" as one configuration name?\r\n\r\nThis sounds like a good idea but my only question around this is how easy it would be to use the same approach for processing the other newspaper collections [https://data.bnl.lu/data/... | 2021-12-07T15:43:21Z | 2022-01-17T18:35:34Z | 2022-01-17T18:35:34Z | MEMBER | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | This pull request adds the BNL's [processed newspaper collections](https://data.bnl.lu/data/historical-newspapers/) as a dataset. This is partly done to support BigScience see: https://github.com/bigscience-workshop/data_tooling/issues/192.
The Datacard is more sparse than I would like but I plan to make a separate... | {
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https://api.github.com/repos/huggingface/datasets/issues/3007 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3007/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3007/comments | https://api.github.com/repos/huggingface/datasets/issues/3007/events | https://github.com/huggingface/datasets/pull/3007 | 1,014,775,450 | PR_kwDODunzps4sns-n | 3,007 | Correct a typo | {
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https://api.github.com/repos/huggingface/datasets/issues/6256 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6256/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6256/comments | https://api.github.com/repos/huggingface/datasets/issues/6256/events | https://github.com/huggingface/datasets/issues/6256 | 1,910,275,199 | I_kwDODunzps5x3Hx_ | 6,256 | load_dataset() function's cache_dir does not seems to work | {
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"Can you share the error message?\r\n\r\nAlso, it would help if you could check whether `huggingface_hub`'s download behaves the same:\r\n```python\r\nfrom huggingface_hub import snapshot_download\r\nsnapshot_download(\"trec\", repo_type=\"dataset\", cache_dir='/path/to/my/dir)\r\n```\r\n\r\nIn the next major relea... | 2023-09-24T15:34:06Z | 2023-09-27T13:40:45Z | null | NONE | null | null | null | ### Describe the bug
datasets version: 2.14.5
when trying to run the following command
trec = load_dataset('trec', split='train[:1000]', cache_dir='/path/to/my/dir')
I keep getting error saying the command does not have permission to the default cache directory on my macbook pro machine.
It seems the cache_... | {
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https://api.github.com/repos/huggingface/datasets/issues/3442 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3442/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3442/comments | https://api.github.com/repos/huggingface/datasets/issues/3442/events | https://github.com/huggingface/datasets/pull/3442 | 1,081,862,747 | PR_kwDODunzps4v7oBZ | 3,442 | Extend text to support yielding lines, paragraphs or documents | {
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"The parameter can also be named `split_by` with values \"line\", \"paragraph\" or \"document\" (no 's' at the end)",
"> The parameter can also be named `split_by` with values \"line\", \"paragraph\" or \"document\" (no 's' at the end)\r\n\r\n@lhoestq @mariosasko I would avoid the term `split` in this context and... | 2021-12-16T07:33:17Z | 2021-12-20T16:59:10Z | 2021-12-20T16:39:18Z | MEMBER | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Add `config.row` option to `text` module to allow yielding lines (default, current case), paragraphs or documents.
Feel free to comment on the name of the config parameter `row`:
- Currently, the docs state datasets are made of rows and columns
- Other names I considered: `example`, `item` | {
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https://api.github.com/repos/huggingface/datasets/issues/3275 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3275/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3275/comments | https://api.github.com/repos/huggingface/datasets/issues/3275/events | https://github.com/huggingface/datasets/pull/3275 | 1,053,698,898 | PR_kwDODunzps4uiN9t | 3,275 | Force data files extraction if download_mode='force_redownload' | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Avoids weird issues when redownloading a dataset due to cached data not being fully updated.
With this change, issues #3122 and https://github.com/huggingface/datasets/issues/2956 (not a fix, but a workaround) can be fixed as follows:
```python
dset = load_dataset(..., download_mode="force_redownload")
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https://api.github.com/repos/huggingface/datasets/issues/2134 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2134/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2134/comments | https://api.github.com/repos/huggingface/datasets/issues/2134/events | https://github.com/huggingface/datasets/issues/2134 | 843,242,849 | MDU6SXNzdWU4NDMyNDI4NDk= | 2,134 | Saving large in-memory datasets with save_to_disk crashes because of pickling | {
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"Hi !\r\nIndeed `save_to_disk` doesn't call pickle anymore. Though the `OverflowError` can still appear for in-memory datasets bigger than 4GB. This happens when doing this for example:\r\n```python\r\nimport pyarrow as pa\r\nimport pickle\r\n\r\narr = pa.array([0] * ((4 * 8 << 30) // 64))\r\ntable = pa.Table.from_... | 2021-03-29T10:43:15Z | 2021-05-03T17:59:21Z | 2021-05-03T17:59:21Z | NONE | null | null | null | Using Datasets 1.5.0 on Python 3.7.
Recently I've been working on medium to large size datasets (pretokenized raw text sizes from few gigabytes to low tens of gigabytes), and have found out that several preprocessing steps are massively faster when done in memory, and I have the ability to requisition a lot of RAM, so... | {
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https://api.github.com/repos/huggingface/datasets/issues/2864 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2864/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2864/comments | https://api.github.com/repos/huggingface/datasets/issues/2864/events | https://github.com/huggingface/datasets/pull/2864 | 986,159,438 | MDExOlB1bGxSZXF1ZXN0NzI1MzkyNjcw | 2,864 | Fix data URL in ToTTo dataset | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Data source host changed their data URL: google-research-datasets/ToTTo@cebeb43.
Fix #2860. | {
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https://api.github.com/repos/huggingface/datasets/issues/1669 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1669/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1669/comments | https://api.github.com/repos/huggingface/datasets/issues/1669/events | https://github.com/huggingface/datasets/issues/1669 | 776,608,386 | MDU6SXNzdWU3NzY2MDgzODY= | 1,669 | wiki_dpr dataset pre-processesing performance | {
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"Sorry, double posted."
] | 2020-12-30T19:41:09Z | 2020-12-30T19:42:25Z | 2020-12-30T19:42:25Z | NONE | null | null | null | I've been working with wiki_dpr and noticed that the dataset processing is seriously impaired in performance [1]. It takes about 12h to process the entire dataset. Most of this time is simply loading and processing the data, but the actual indexing is also quite slow (3h).
I won't repeat the concerns around multipro... | {
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https://api.github.com/repos/huggingface/datasets/issues/2837 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2837/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2837/comments | https://api.github.com/repos/huggingface/datasets/issues/2837/events | https://github.com/huggingface/datasets/issues/2837 | 979,298,297 | MDU6SXNzdWU5NzkyOTgyOTc= | 2,837 | prepare_module issue when loading from read-only fs | {
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"Hello, I opened #2887 to fix this."
] | 2021-08-25T15:21:26Z | 2021-10-05T17:58:22Z | 2021-10-05T17:58:22Z | CONTRIBUTOR | null | null | null | ## Describe the bug
When we use prepare_module from a readonly file system, we create a FileLock using the `local_path`.
This path is not necessarily writable.
`lock_path = local_path + ".lock"`
## Steps to reproduce the bug
Run `load_dataset` on a readonly python loader file.
```python
ds = load_datas... | {
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https://api.github.com/repos/huggingface/datasets/issues/2760 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2760/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2760/comments | https://api.github.com/repos/huggingface/datasets/issues/2760/events | https://github.com/huggingface/datasets/issues/2760 | 961,372,667 | MDU6SXNzdWU5NjEzNzI2Njc= | 2,760 | Add Nuswide dataset | {
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- **Name:** *NUSWIDE*
- **Description:** *[A Real-World Web Image Dataset from National University of Singapore](https://lms.comp.nus.edu.sg/wp-content/uploads/2019/research/nuswide/NUS-WIDE.html)*
- **Paper:** *[here](https://lms.comp.nus.edu.sg/wp-content/uploads/2019/research/nuswide/nuswide-c... | {
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https://api.github.com/repos/huggingface/datasets/issues/3553 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3553/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3553/comments | https://api.github.com/repos/huggingface/datasets/issues/3553/events | https://github.com/huggingface/datasets/issues/3553 | 1,097,252,275 | I_kwDODunzps5BZr2z | 3,553 | set_format("np") no longer works for Image data | {
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"A quick fix for now is doing this:\r\n\r\n```python\r\nX_train = np.stack(dataset[\"train\"][\"image\"])[..., None]",
"This error also propagates to jax and is even trickier to fix, since `.with_format(type='jax')` will use numpy conversion internally (and fail). For a three line failure:\r\n\r\n```python\r\ndat... | 2022-01-09T17:18:13Z | 2022-10-14T12:03:55Z | 2022-10-14T12:03:54Z | NONE | null | null | null | ## Describe the bug
`dataset.set_format("np")` no longer works for image data, previously you could load the MNIST like this:
```python
dataset = load_dataset("mnist")
dataset.set_format("np")
X_train = dataset["train"]["image"][..., None] # <== No longer a numpy array
```
but now it doesn't work, `set_format(... | {
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https://api.github.com/repos/huggingface/datasets/issues/3065 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3065/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3065/comments | https://api.github.com/repos/huggingface/datasets/issues/3065/events | https://github.com/huggingface/datasets/pull/3065 | 1,023,951,322 | PR_kwDODunzps4tFDjk | 3,065 | Fix test command after refac | {
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https://api.github.com/repos/huggingface/datasets/issues/5106 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5106/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5106/comments | https://api.github.com/repos/huggingface/datasets/issues/5106/events | https://github.com/huggingface/datasets/pull/5106 | 1,406,635,758 | PR_kwDODunzps5ArM6G | 5,106 | Fix task template reload from dict | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"> Just wondering if there might be other data classes default values missed that could cause an issue... Apart from feature-like classes and tasks, I don't see any others though...\r\n\r\nI think we're good ! `asdict` is used on the ... | 2022-10-12T18:33:49Z | 2022-10-13T09:59:07Z | 2022-10-13T09:56:51Z | MEMBER | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Since #4926 the JSON dumps are simplified and it made task template dicts empty by default.
I fixed this by always including the task name which is needed to reload a task from a dict | {
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https://api.github.com/repos/huggingface/datasets/issues/4540 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4540/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4540/comments | https://api.github.com/repos/huggingface/datasets/issues/4540/events | https://github.com/huggingface/datasets/issues/4540 | 1,280,142,942 | I_kwDODunzps5MTW5e | 4,540 | Avoid splitting by` .py` for the file. | {
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"Hi @espoirMur, thanks for reporting.\r\n\r\nYou are right: that code line could be improved and made more generically valid.\r\n\r\nOn the other hand, I would suggest using `os.path.splitext` instead.\r\n\r\nAre you willing to open a PR? :)",
"I will have a look.. \r\n\r\nThis weekend .. ",
"@albertvillanova ... | 2022-06-22T13:26:55Z | 2022-07-07T13:17:44Z | 2022-07-07T13:17:44Z | NONE | null | null | null | https://github.com/huggingface/datasets/blob/90b3a98065556fc66380cafd780af9b1814b9426/src/datasets/load.py#L272
Hello,
Thanks you for this library .
I was using it and I had one edge case. my home folder name ends with `.py` it is `/home/espoir.py` so anytime I am running the code to load a local module thi... | {
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https://api.github.com/repos/huggingface/datasets/issues/2420 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2420/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2420/comments | https://api.github.com/repos/huggingface/datasets/issues/2420/events | https://github.com/huggingface/datasets/pull/2420 | 904,821,772 | MDExOlB1bGxSZXF1ZXN0NjU1OTQ1ODgw | 2,420 | Updated Dataset Description | {
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https://api.github.com/repos/huggingface/datasets/issues/2908 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2908/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2908/comments | https://api.github.com/repos/huggingface/datasets/issues/2908/events | https://github.com/huggingface/datasets/pull/2908 | 995,970,612 | PR_kwDODunzps4rumwW | 2,908 | Update Zenodo metadata with creator names and affiliation | {
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https://api.github.com/repos/huggingface/datasets/issues/3030 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3030/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3030/comments | https://api.github.com/repos/huggingface/datasets/issues/3030/events | https://github.com/huggingface/datasets/pull/3030 | 1,016,435,324 | PR_kwDODunzps4ss41W | 3,030 | Add `remove_columns` to `IterableDataset` | {
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"Thanks ! That looks all good :)\r\n\r\nI don't think that batching would help. Indeed we're dealing with python iterators that yield elements one by one, so batched `map` needs to accumulate a batch, apply the function, and then yield examples from the batch.\r\n\r\nThough once we have parallel processing in `map`... | 2021-10-05T14:58:33Z | 2021-10-08T15:33:15Z | 2021-10-08T15:31:53Z | CONTRIBUTOR | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Fixes #2944
WIP
* Not tested yet.
* We might want to allow batched remove for efficiency.
@lhoestq Do you think it should have `batched=` and `batch_size=`? | {
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https://api.github.com/repos/huggingface/datasets/issues/4174 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4174/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4174/comments | https://api.github.com/repos/huggingface/datasets/issues/4174/events | https://github.com/huggingface/datasets/pull/4174 | 1,205,575,941 | PR_kwDODunzps42SnJS | 4,174 | Fix when map function modifies input in-place | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | 2022-04-15T13:23:15Z | 2022-04-15T14:52:07Z | 2022-04-15T14:45:58Z | CONTRIBUTOR | null | 0 | {
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https://api.github.com/repos/huggingface/datasets/issues/5268 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5268/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5268/comments | https://api.github.com/repos/huggingface/datasets/issues/5268/events | https://github.com/huggingface/datasets/pull/5268 | 1,455,633,978 | PR_kwDODunzps5DPIsp | 5,268 | Sharded save_to_disk + multiprocessing | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"Added both num_shards and max_shard_size in push_to_hub/save_to_disk. Will take care of updating the tests later",
"It's ready for a final review @mariosasko and @albertvillanova, let me know what you think :)",
"Took your commen... | 2022-11-18T18:50:01Z | 2022-12-14T18:25:52Z | 2022-12-14T18:22:58Z | MEMBER | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Added `num_shards=` and `num_proc=` to `save_to_disk()`
EDIT: also added `max_shard_size=` to `save_to_disk()`, and also `num_shards=` to `push_to_hub`
I also:
- deprecated the fs parameter in favor of storage_options (for consistency with the rest of the lib) in save_to_disk and load_from_disk
- always embed t... | {
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https://api.github.com/repos/huggingface/datasets/issues/5914 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5914/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5914/comments | https://api.github.com/repos/huggingface/datasets/issues/5914/events | https://github.com/huggingface/datasets/issues/5914 | 1,731,483,996 | I_kwDODunzps5nNFlc | 5,914 | array is too big; `arr.size * arr.dtype.itemsize` is larger than the maximum possible size in Datasets | {
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When using the `filter` or `map` function to preprocess a dataset, a ValueError is encountered with the error message "array is too big; arr.size * arr.dtype.itemsize is larger than the maximum possible size."
Detailed error message:
Traceback (most recent call last):
File "data_processing... | {
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https://api.github.com/repos/huggingface/datasets/issues/4792 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4792/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4792/comments | https://api.github.com/repos/huggingface/datasets/issues/4792/events | https://github.com/huggingface/datasets/issues/4792 | 1,328,593,929 | I_kwDODunzps5PMLwJ | 4,792 | Add DocVQA | {
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"Thanks for proposing, @NielsRogge.\r\n\r\nPlease, note this dataset requires registering in their website and their Terms and Conditions state we cannot distribute their URL:\r\n```\r\n1. You will NOT distribute the download URLs\r\n...\r\n```"
] | 2022-08-04T13:07:26Z | 2022-08-08T05:31:20Z | null | CONTRIBUTOR | null | null | null | ## Adding a Dataset
- **Name:** DocVQA
- **Description:** Document Visual Question Answering (DocVQA) seeks to inspire a “purpose-driven” point of view in Document Analysis and Recognition research, where the document content is extracted and used to respond to high-level tasks defined by the human consumers of this ... | {
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https://api.github.com/repos/huggingface/datasets/issues/5518 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5518/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5518/comments | https://api.github.com/repos/huggingface/datasets/issues/5518/events | https://github.com/huggingface/datasets/pull/5518 | 1,578,203,962 | PR_kwDODunzps5Joom3 | 5,518 | Remove py.typed | {
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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... | 2023-02-09T16:22:29Z | 2023-02-13T13:55:49Z | 2023-02-13T13:48:40Z | CONTRIBUTOR | null | 0 | {
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"I would like to take this up and give it a shot. Any image specific - dataset guidelines to keep in mind ? Thank you.",
"#self-assign",
"I've started working on adding this dataset. I require some inputs on the following : \r\n\r\nRef for the initial draft [here](https://github.com/dnaveenr/datasets/blob/add_m... | 2022-03-03T14:26:45Z | 2022-04-10T13:39:59Z | 2022-04-10T13:39:59Z | MEMBER | null | null | null | ## Adding a Dataset
- **Name:** MetaShift
- **Description:** collection of 12,868 sets of natural images across 410 classes-
- **Paper:** https://arxiv.org/abs/2202.06523v1
- **Data:** https://github.com/weixin-liang/metashift
Instructions to add a new dataset can be found [here](https://github.com/huggingface/... | {
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https://api.github.com/repos/huggingface/datasets/issues/1715 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1715/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1715/comments | https://api.github.com/repos/huggingface/datasets/issues/1715/events | https://github.com/huggingface/datasets/pull/1715 | 782,754,441 | MDExOlB1bGxSZXF1ZXN0NTUyMjM2NDA5 | 1,715 | add Korean intonation-aided intention identification dataset | {
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https://api.github.com/repos/huggingface/datasets/issues/2281 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2281/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2281/comments | https://api.github.com/repos/huggingface/datasets/issues/2281/events | https://github.com/huggingface/datasets/pull/2281 | 870,792,784 | MDExOlB1bGxSZXF1ZXN0NjI1OTI2MjAw | 2,281 | Update multi_woz_v22 checksum | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Fix issue https://github.com/huggingface/datasets/issues/1876
The files were changed in https://github.com/budzianowski/multiwoz/pull/72 | {
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https://api.github.com/repos/huggingface/datasets/issues/6081 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6081/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6081/comments | https://api.github.com/repos/huggingface/datasets/issues/6081/events | https://github.com/huggingface/datasets/pull/6081 | 1,824,486,278 | PR_kwDODunzps5WjU0k | 6,081 | Deprecate `Dataset.export` | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea... | 2023-07-27T14:22:18Z | 2023-07-28T11:09:54Z | 2023-07-28T11:01:04Z | CONTRIBUTOR | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Deprecate `Dataset.export` that generates a TFRecord file from a dataset as this method is undocumented, and the usage seems low. Users should use [TFRecordWriter](https://www.tensorflow.org/api_docs/python/tf/io/TFRecordWriter#write) or the official [TFRecord](https://www.tensorflow.org/tutorials/load_data/tfrecord) t... | {
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https://api.github.com/repos/huggingface/datasets/issues/5694 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5694/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5694/comments | https://api.github.com/repos/huggingface/datasets/issues/5694/events | https://github.com/huggingface/datasets/issues/5694 | 1,650,467,793 | I_kwDODunzps5iYCPR | 5,694 | Dataset configuration | {
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"Originally we also though about adding it to the YAML part of the README.md:\r\n\r\n```yaml\r\nbuilder_config:\r\n data_dir: data\r\n data_files:\r\n - split: train\r\n pattern: \"train-[0-9][0-9][0-9][0-9]-of-[0-9][0-9][0-9][0-9][0-9]*.*\"\r\n```\r\n\r\nHaving it in the README.md could make it easier to mod... | 2023-04-01T13:08:05Z | 2023-04-04T14:54:37Z | null | MEMBER | null | null | null | Following discussions from https://github.com/huggingface/datasets/pull/5331
We could have something like `config.json` to define the configuration of a dataset.
```json
{
"data_dir": "data"
"data_files": {
"train": "train-[0-9][0-9][0-9][0-9]-of-[0-9][0-9][0-9][0-9][0-9]*.*"
}
}
```
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https://api.github.com/repos/huggingface/datasets/issues/3097 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3097/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3097/comments | https://api.github.com/repos/huggingface/datasets/issues/3097/events | https://github.com/huggingface/datasets/issues/3097 | 1,027,750,811 | I_kwDODunzps49Qjub | 3,097 | `ModuleNotFoundError: No module named 'fsspec.exceptions'` | {
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"Thanks for reporting, @VictorSanh.\r\n\r\nI'm fixing it."
] | 2021-10-15T19:34:38Z | 2021-10-18T07:51:54Z | 2021-10-18T07:51:54Z | MEMBER | null | null | null | ## Describe the bug
I keep runnig into a fsspec ModuleNotFound error
## Steps to reproduce the bug
```python
>>> from datasets import get_dataset_infos
2021-10-15 15:25:37.863206: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcudart.so.11.0'; dlerror: libcudar... | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | 2022-04-20T15:51:56Z | 2022-05-06T08:43:10Z | 2022-05-06T08:35:52Z | MEMBER | null | 0 | {
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Close #4029. | {
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https://api.github.com/repos/huggingface/datasets/issues/1403 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1403/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1403/comments | https://api.github.com/repos/huggingface/datasets/issues/1403/events | https://github.com/huggingface/datasets/pull/1403 | 760,571,419 | MDExOlB1bGxSZXF1ZXN0NTM1MzgxMzQ3 | 1,403 | Add dataset clickbait_news_bg | {
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"Closing this pull request, will submit a new one for this dataset."
] | 2020-12-09T18:32:12Z | 2020-12-10T09:16:44Z | 2020-12-10T09:16:43Z | CONTRIBUTOR | null | 0 | {
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"Included in https://github.com/huggingface/datasets/pull/2906"
] | 2021-09-14T15:24:19Z | 2021-09-15T16:19:09Z | 2021-09-15T16:19:06Z | CONTRIBUTOR | null | 0 | {
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} | `use_auth_token` can now be passed to the functions to get the configs
or infos of private datasets on the hub | {
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https://api.github.com/repos/huggingface/datasets/issues/2409 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2409/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2409/comments | https://api.github.com/repos/huggingface/datasets/issues/2409/events | https://github.com/huggingface/datasets/pull/2409 | 903,441,398 | MDExOlB1bGxSZXF1ZXN0NjU0Njk3NjA0 | 2,409 | Add HF_ prefix to env var MAX_IN_MEMORY_DATASET_SIZE_IN_BYTES | {
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"I thought the renaming was suggested only for the env var, and not for the config variable... As you think is better! ;)",
"I think it's better if they match, so that users understand directly that they're directly connected",
"Well, if you're not concerned about back-compat here, perhaps it could be renamed a... | 2021-05-27T09:07:00Z | 2021-06-08T16:00:55Z | 2021-05-27T09:33:41Z | MEMBER | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | As mentioned in https://github.com/huggingface/datasets/pull/2399 the env var should be prefixed by HF_ | {
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https://api.github.com/repos/huggingface/datasets/issues/4994 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4994/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4994/comments | https://api.github.com/repos/huggingface/datasets/issues/4994/events | https://github.com/huggingface/datasets/issues/4994 | 1,379,084,015 | I_kwDODunzps5SMybv | 4,994 | delete the hardcoded license list in `datasets` | {
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>
> Also FYI in #4926 I also removed all the validation steps anyway (language, license, types etc.)
_Originally posted by @lhoestq in https://github.com/huggingface/datasets/issues/4930#issuecomment-1238401662_
> [...], in my opinion we can just delete... | {
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https://api.github.com/repos/huggingface/datasets/issues/5113 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5113/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5113/comments | https://api.github.com/repos/huggingface/datasets/issues/5113/events | https://github.com/huggingface/datasets/pull/5113 | 1,409,207,607 | PR_kwDODunzps5Az0Ei | 5,113 | Fix filter indices when batched | {
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"_The documentation is not available anymore as the PR was closed or merged._",
"I think a patch release will be necessary.",
"I'm also fixing https://github.com/huggingface/datasets/issues/5111 which will lalso require a patch release"
] | 2022-10-14T11:30:03Z | 2022-10-24T06:21:09Z | 2022-10-14T12:11:44Z | MEMBER | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | This PR fixes a bug introduced by:
- #5030
Fix #5112. | {
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https://api.github.com/repos/huggingface/datasets/issues/2629 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2629/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2629/comments | https://api.github.com/repos/huggingface/datasets/issues/2629/events | https://github.com/huggingface/datasets/issues/2629 | 941,819,205 | MDU6SXNzdWU5NDE4MTkyMDU= | 2,629 | Load datasets from the Hub without requiring a dataset script | {
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"This is so cool, let us know if we can help with anything on the hub side (@Pierrci @elishowk) 🎉 "
] | 2021-07-12T08:45:17Z | 2021-08-25T14:18:08Z | 2021-08-25T14:18:08Z | MEMBER | null | null | null | As a user I would like to be able to upload my csv/json/text/parquet/etc. files in a dataset repository on the Hugging Face Hub and be able to load this dataset with `load_dataset` without having to implement a dataset script.
Moreover I would like to be able to specify which file goes into which split using the `da... | {
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https://api.github.com/repos/huggingface/datasets/issues/3203 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3203/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3203/comments | https://api.github.com/repos/huggingface/datasets/issues/3203/events | https://github.com/huggingface/datasets/pull/3203 | 1,043,552,766 | PR_kwDODunzps4uCNoT | 3,203 | Updated: DaNE - updated URL for download | {
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"Actually it looks like the old URL is still working, and it's also the one that is mentioned in https://github.com/alexandrainst/danlp/blob/master/docs/docs/datasets.md\r\n\r\nWhat makes you think we should use the new URL ?",
"@lhoestq Sorry! I might have jumped to conclusions a bit too fast here... \r\n\r\nI w... | 2021-11-03T12:55:13Z | 2021-11-04T13:14:36Z | 2021-11-04T11:46:43Z | CONTRIBUTOR | null | 0 | {
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https://api.github.com/repos/huggingface/datasets/issues/5721 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5721/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5721/comments | https://api.github.com/repos/huggingface/datasets/issues/5721/events | https://github.com/huggingface/datasets/issues/5721 | 1,659,680,682 | I_kwDODunzps5i7Leq | 5,721 | Calling datasets.load_dataset("text" ...) results in a wrong split. | {
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When creating a text dataset, the training split should have the bulk of the examples by default. Currently, testing does.
### Steps to reproduce the bug
I have a folder with 18K text files in it. Each text file essentially consists in a document or article scraped from online. Calling the follo... | {
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https://api.github.com/repos/huggingface/datasets/issues/6036 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6036/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6036/comments | https://api.github.com/repos/huggingface/datasets/issues/6036/events | https://github.com/huggingface/datasets/pull/6036 | 1,805,138,898 | PR_kwDODunzps5ViKc4 | 6,036 | Deprecate search API | {
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"<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a... | 2023-07-14T16:22:09Z | 2023-09-07T16:44:32Z | null | CONTRIBUTOR | null | 0 | {
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} | The Search API only supports Faiss and ElasticSearch as vector stores, is somewhat difficult to maintain (e.g., it still doesn't support ElasticSeach 8.0, difficult testing, ...), does not have the best design (adds a bunch of methods to the `Dataset` class that are only useful after creating an index), the usage doesn... | {
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https://api.github.com/repos/huggingface/datasets/issues/1806 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1806/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1806/comments | https://api.github.com/repos/huggingface/datasets/issues/1806/events | https://github.com/huggingface/datasets/pull/1806 | 798,607,869 | MDExOlB1bGxSZXF1ZXN0NTY1Mzk0ODIz | 1,806 | Update details to MLSUM dataset | {
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"Thanks!"
] | 2021-02-01T18:35:12Z | 2021-02-01T18:46:28Z | 2021-02-01T18:46:21Z | CONTRIBUTOR | null | 0 | {
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https://api.github.com/repos/huggingface/datasets/issues/1522 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1522/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1522/comments | https://api.github.com/repos/huggingface/datasets/issues/1522/events | https://github.com/huggingface/datasets/pull/1522 | 764,341,594 | MDExOlB1bGxSZXF1ZXN0NTM4NDUzNjg4 | 1,522 | Add semeval 2020 task 11 | {
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"@SBrandeis : Thanks for the feedback! Just updated to use context manager for the `open`s and removed the placeholder text from the `README`!",
"Great, thanks @ZacharySBrown !\r\nFailing tests seem to be unrelated to your changes, merging the current master branch into yours should fix them.\r\n"
] | 2020-12-12T20:32:14Z | 2020-12-15T16:48:52Z | 2020-12-15T16:48:52Z | CONTRIBUTOR | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | I added this dataset some days ago, and today I used it to train some models and realized that the names of the features aren't so good.
Looking at the current features hierarchy, we have "paragraphs" with a list of "sentences" with a list of "sentences?!". But the actual hierarchy is a "text" with a list of "paragr... | {
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"Hi @iliemihai - you need to add the Readme file! Otherwise seems good. \r\nAlso don't forget to run `make style` & `flake8 datasets` locally, from the datasets folder",
"@skyprince999 I will add the README.d for it. Thank you :D ",
"Thanks for your contribution, @iliemihai. Are you still interested in adding ... | 2020-12-13T19:56:48Z | 2022-10-03T09:38:35Z | 2022-10-03T09:38:35Z | CONTRIBUTOR | null | 0 | {
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https://api.github.com/repos/huggingface/datasets/issues/3966 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3966/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3966/comments | https://api.github.com/repos/huggingface/datasets/issues/3966/events | https://github.com/huggingface/datasets/pull/3966 | 1,173,883,084 | PR_kwDODunzps40rBNE | 3,966 | Create metric card for BERTScore | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | 2022-03-18T18:21:56Z | 2022-03-22T13:35:28Z | 2022-03-22T13:30:56Z | NONE | null | 0 | {
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https://api.github.com/repos/huggingface/datasets/issues/4653 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4653/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4653/comments | https://api.github.com/repos/huggingface/datasets/issues/4653/events | https://github.com/huggingface/datasets/issues/4653 | 1,296,702,834 | I_kwDODunzps5NSh1y | 4,653 | Add Altlex dataset | {
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"uploaded dataset [here](https://huggingface.co/datasets/embedding-data/altlex)."
] | 2022-07-07T02:23:02Z | 2022-07-14T02:12:39Z | 2022-07-14T02:12:39Z | NONE | null | null | null | ## Adding a Dataset
- **Name:** *Altlex*
- **Description:** *Git repository for software associated with the 2016 ACL paper "Identifying Causal Relations Using Parallel Wikipedia Articles.”*
- **Paper:** *https://aclanthology.org/P16-1135.pdf*
- **Data:** *https://huggingface.co/datasets/sentence-transformers/embed... | {
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https://api.github.com/repos/huggingface/datasets/issues/2631 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2631/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2631/comments | https://api.github.com/repos/huggingface/datasets/issues/2631/events | https://github.com/huggingface/datasets/pull/2631 | 942,242,271 | MDExOlB1bGxSZXF1ZXN0Njg3OTk3MzM2 | 2,631 | Delete extracted files when loading dataset | {
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"Sure @stas00, it is still a draft pull request. :)",
"Yes, I noticed it after reviewing - my apologies.",
"The problem with this approach is that it also deletes the downloaded files (if they need not be extracted). 😟 ",
"> The problem with this approach is that it also deletes the downloaded files (if they... | 2021-07-12T16:39:33Z | 2021-07-19T09:08:19Z | 2021-07-19T09:08:19Z | MEMBER | null | 0 | {
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cc: @stas00, @thomwolf, @BirgerMoell | {
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https://api.github.com/repos/huggingface/datasets/issues/2271 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2271/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2271/comments | https://api.github.com/repos/huggingface/datasets/issues/2271/events | https://github.com/huggingface/datasets/issues/2271 | 869,002,141 | MDU6SXNzdWU4NjkwMDIxNDE= | 2,271 | Synchronize table metadata with features | {
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"See PR #2274 "
] | 2021-04-27T15:55:13Z | 2022-06-01T17:13:21Z | 2022-06-01T17:13:21Z | MEMBER | null | null | null | **Is your feature request related to a problem? Please describe.**
As pointed out in this [comment](https://github.com/huggingface/datasets/pull/2145#discussion_r621326767):
> Metadata stored in the schema is just a redundant information regarding the feature types.
It is used when calling Dataset.from_file to kno... | {
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https://api.github.com/repos/huggingface/datasets/issues/3687 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3687/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3687/comments | https://api.github.com/repos/huggingface/datasets/issues/3687/events | https://github.com/huggingface/datasets/issues/3687 | 1,127,154,766 | I_kwDODunzps5DLwRO | 3,687 | Can't get the text data when calling to_tf_dataset | {
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"cc @Rocketknight1 ",
"You are correct that `to_tf_dataset` only handles numerical columns right now, yes, though this is a limitation we might remove in future! The main reason we do this is that our models mostly do not include the tokenizer as a model layer, because it's very difficult to compile some of them ... | 2022-02-08T11:52:10Z | 2023-01-19T14:55:18Z | 2023-01-19T14:55:18Z | NONE | null | null | null | I am working with the SST2 dataset, and am using TensorFlow 2.5
I'd like to convert it to a `tf.data.Dataset` by calling the `to_tf_dataset` method.
The following snippet is what I am using to achieve this:
```
from datasets import load_dataset
from transformers import DefaultDataCollator
data_collator = Defa... | {
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https://api.github.com/repos/huggingface/datasets/issues/4252 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4252/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4252/comments | https://api.github.com/repos/huggingface/datasets/issues/4252/events | https://github.com/huggingface/datasets/pull/4252 | 1,219,151,100 | PR_kwDODunzps429--I | 4,252 | Creating metric card for MAE | {
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https://api.github.com/repos/huggingface/datasets/issues/3554 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/3554/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/3554/comments | https://api.github.com/repos/huggingface/datasets/issues/3554/events | https://github.com/huggingface/datasets/issues/3554 | 1,097,711,367 | I_kwDODunzps5Bbb8H | 3,554 | ImportError: cannot import name 'is_valid_waiter_error' | {
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"Hi! I can't reproduce this error in Colab, but I'm assuming you are using Amazon SageMaker Studio Notebooks (you mention the `conda_pytorch_p36` kernel), so maybe @philschmid knows more about what might be causing this issue? ",
"Hey @mariosasko. Yes, I am using **Amazon SageMaker Studio Jupyter Labs**. However,... | 2022-01-10T10:32:04Z | 2022-02-14T09:35:57Z | 2022-02-14T09:35:57Z | NONE | null | null | null | Based on [SO post](https://stackoverflow.com/q/70606147/17840900).
I'm following along to this [Notebook][1], cell "**Loading the dataset**".
Kernel: `conda_pytorch_p36`.
I run:
```
! pip install datasets transformers optimum[intel]
```
Output:
```
Requirement already satisfied: datasets in /home/ec2-u... | {
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https://api.github.com/repos/huggingface/datasets/issues/5380 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5380/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5380/comments | https://api.github.com/repos/huggingface/datasets/issues/5380/events | https://github.com/huggingface/datasets/issues/5380 | 1,504,404,043 | I_kwDODunzps5Zq2JL | 5,380 | Improve dataset `.skip()` speed in streaming mode | {
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"Hi! I agree `skip` can be inefficient to use in the current state.\r\n\r\nTo make it fast, we could use \"statistics\" stored in Parquet metadata and read only the chunks needed to form a dataset. \r\n\r\nAnd thanks to the \"datasets-server\" project, which aims to store the Parquet versions of the Hub datasets (o... | 2022-12-20T11:25:23Z | 2023-03-08T10:47:12Z | null | CONTRIBUTOR | null | null | null | ### Feature request
Add extra information to the `dataset_infos.json` file to include the number of samples/examples in each shard, for example in a new field `num_examples` alongside `num_bytes`. The `.skip()` function could use this information to ignore the download of a shard when in streaming mode, which AFAICT... | {
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https://api.github.com/repos/huggingface/datasets/issues/2610 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2610/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2610/comments | https://api.github.com/repos/huggingface/datasets/issues/2610/events | https://github.com/huggingface/datasets/pull/2610 | 939,899,829 | MDExOlB1bGxSZXF1ZXN0Njg2MDUwMzI5 | 2,610 | Add missing WikiANN language tags | {
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https://api.github.com/repos/huggingface/datasets/issues/6212 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/6212/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/6212/comments | https://api.github.com/repos/huggingface/datasets/issues/6212/events | https://github.com/huggingface/datasets/issues/6212 | 1,880,399,516 | I_kwDODunzps5wFJ6c | 6,212 | Tilde (~) is not supported for data_files | {
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"Hi @exs-avianello, is it really needed? Note you can alternatively use `pathlib.Path` among others as it follows:\r\n\r\n```python\r\nimport datasets\r\nfrom pathlib import Path\r\n\r\n# save a parquet file at ~/path/to/data.parquet\r\n\r\ndata_files = Path.home() / \"path/to/data.parquet\"\r\ndataset = datasets.l... | 2023-09-04T14:23:49Z | 2023-09-05T08:28:39Z | null | NONE | null | null | null | ### Describe the bug
Attempting to `load_dataset` from a path starting with `~` (as a shorthand for the user's home directory) seems not to be fully working - at least as far as the `parquet` dataset builder is concerned.
(the same file can be loaded correctly if providing its absolute path instead)
I think that... | {
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https://api.github.com/repos/huggingface/datasets/issues/4841 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4841/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4841/comments | https://api.github.com/repos/huggingface/datasets/issues/4841/events | https://github.com/huggingface/datasets/pull/4841 | 1,337,401,243 | PR_kwDODunzps49Gf0I | 4,841 | Update ted_talks_iwslt license to include ND | {
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"_The documentation is not available anymore as the PR was closed or merged._"
] | 2022-08-12T16:14:52Z | 2022-08-14T11:15:22Z | 2022-08-14T11:00:22Z | CONTRIBUTOR | null | 0 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/... | Excerpt from the paper's abstract: "Aside from its cultural and social relevance, this content, which is published under the Creative Commons BY-NC-ND license, also represents a precious language resource for the machine translation research community" | {
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https://api.github.com/repos/huggingface/datasets/issues/5492 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5492/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5492/comments | https://api.github.com/repos/huggingface/datasets/issues/5492/events | https://github.com/huggingface/datasets/issues/5492 | 1,566,604,216 | I_kwDODunzps5dYHu4 | 5,492 | Push_to_hub in a pull request | {
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"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"
] | 2023-02-01T18:32:14Z | 2023-10-16T13:30:48Z | 2023-10-16T13:30:48Z | MEMBER | null | null | null | 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... | {
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https://api.github.com/repos/huggingface/datasets/issues/4711 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/4711/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/4711/comments | https://api.github.com/repos/huggingface/datasets/issues/4711/events | https://github.com/huggingface/datasets/issues/4711 | 1,309,138,570 | I_kwDODunzps5OB96K | 4,711 | Document how to create a dataset loading script for audio/vision | {
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"I'm closing this issue as both the Audio and Image sections now have a \"Create dataset\" page that contains the info about writing the loading script version of a dataset."
] | 2022-07-19T08:03:40Z | 2023-07-25T16:07:52Z | 2023-07-25T16:07:52Z | MEMBER | null | null | null | Currently, in our docs for Audio/Vision/Text, we explain how to:
- Load data
- Process data
However we only explain how to *Create a dataset loading script* for text data.
I think it would be useful that we add the same for Audio/Vision as these have some specificities different from Text.
See, for example:
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https://api.github.com/repos/huggingface/datasets/issues/1937 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/1937/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/1937/comments | https://api.github.com/repos/huggingface/datasets/issues/1937/events | https://github.com/huggingface/datasets/issues/1937 | 815,163,943 | MDU6SXNzdWU4MTUxNjM5NDM= | 1,937 | CommonGen dataset page shows an error OSError: [Errno 28] No space left on device | {
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"Facing the same issue for [Squad](https://huggingface.co/datasets/viewer/?dataset=squad) and [TriviaQA](https://huggingface.co/datasets/viewer/?dataset=trivia_qa) datasets as well.",
"We just fixed the issue, thanks for reporting !"
] | 2021-02-24T06:47:33Z | 2021-02-26T11:10:06Z | 2021-02-26T11:10:06Z | CONTRIBUTOR | null | null | null | The page of the CommonGen data https://huggingface.co/datasets/viewer/?dataset=common_gen shows
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https://api.github.com/repos/huggingface/datasets/issues/5624 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5624/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5624/comments | https://api.github.com/repos/huggingface/datasets/issues/5624/events | https://github.com/huggingface/datasets/issues/5624 | 1,617,400,192 | I_kwDODunzps5gZ5GA | 5,624 | glue datasets returning -1 for test split | {
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"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... | 2023-03-09T14:47:18Z | 2023-03-09T16:49:29Z | 2023-03-09T16:49:29Z | NONE | null | null | null | ### 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
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https://api.github.com/repos/huggingface/datasets/issues/5870 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5870/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5870/comments | https://api.github.com/repos/huggingface/datasets/issues/5870/events | https://github.com/huggingface/datasets/issues/5870 | 1,712,156,282 | I_kwDODunzps5mDW56 | 5,870 | Behaviour difference between datasets.map and IterableDatasets.map | {
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"PS - some work is definitely needed for 'special cases' docs, not explanations, just usages of 'functions' under mixture of special cases, like a combination of custom databuilder + iterable dataset for large size + dynamic .map() application."
] | 2023-05-16T14:32:57Z | 2023-05-16T14:36:05Z | null | NONE | null | null | null | ### Describe the bug
All the examples in all the docs mentioned throughout huggingface datasets correspond to datasets object, and not IterableDatasets object. At one point of time, they might have been in sync, but the code for datasets version >=2.9.0 is very different as compared to the docs.
I basically need to ... | {
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https://api.github.com/repos/huggingface/datasets/issues/2156 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/2156/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/2156/comments | https://api.github.com/repos/huggingface/datasets/issues/2156/events | https://github.com/huggingface/datasets/pull/2156 | 847,198,295 | MDExOlB1bGxSZXF1ZXN0NjA2MjI5MTky | 2,156 | User permissions | {
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... | [] | closed | false | null | [] | null | [] | 2021-03-31T19:33:48Z | 2021-03-31T19:34:24Z | 2021-03-31T19:34:24Z | CONTRIBUTOR | null | 0 | {
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} | Updated user permissions based on running user's umask. Let me know if `0o666` is looking good or should I change it to `~umask` only (to give execute permissions as well) | {
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